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We are currently recruiting dedicated and experienced day and night cleaners to work for our high-end hospitality clients in London. Below is the job description for the role. Role Description The day/night cleaner will be playing their part in making sure that our client’s premises are cleaned to the highest standard providing a pristine and sophisticated environment that’s to be expected for high end hospitality Duties will include · Undertaking general cleaning duties in designated areas, such as deep cleaning, sweeping, mopping, vacuuming, mopping, polishing and sanitizing designated areas. · Empty trash receptacles and dispose of waste following proper disposal guidelines. · Clean and disinfect restrooms, including toilets, sinks, and fixtures · Dust furniture, fixtures, and other surfaces to maintain a tidy appearance. · Restock supplies such as toilet paper, paper towels, and soap as needed. · Notify management of any maintenance or repair needs observed during cleaning duties · Follow safety protocols and procedures to ensure a safe working environment · Carry out additional cleaning duties (upon schedule confirmation.) · To ensure that all Health and Safety standards are adhered to and any breaches in standards are reported to the Night Supervisor. · To ensure all cleaning materials are handled correctly and to be fully aware of COSHH regulations.

Serious food & drink brought to you by playful people. • Looking for a FULL TIME WAITER who can properly boss a section. (40 TO 48 HRS PER WEEK), • GOOD FOOD GUIDE 100 BEST LOCAL RESTAURANTS, UK 2025, • OBSERVER FOOD RUNNER UP: BEST RESTAURANT, UK 2022, • We are a proudly independent restaurant based in Putney, South West London who are looking for a FULL TIME WAITER to join Alex and his brigade on the floor. You must have relevant experience working in solid independent restaurants., • THE GOOD BITS - Great team, a lot of whom have worked at the restaurant since opening in 2017. No conveyer belt of people coming and going. Flexible working pattern so every weekend off request isn't a no! Closed Sunday evenings because it's the worst shift in the world and we like to go to the pub like normal people too. Closed over Christmas. No silly early starts or silly late finishes. Cracking staff brekkie & staff lunch. Proper knees up every 3 months. Staff trips to distilleries & vineyards., • If this sounds like a bit of you then do get in touch. Craig & The Home Team

Role Overview The Childminder Assistant will support the registered childminder in providing a safe, caring, and stimulating environment for children. This role involves assisting with daily routines, engaging children in play and learning activities, and ensuring their health, safety, and wellbeing at all times. Key Responsibilities Support the childminder in delivering high-quality childcare. Help plan and supervise age-appropriate activities that promote children’s development. Assist with daily routines such as meals, nappy changing, toileting, and nap times. Provide a warm, nurturing, and inclusive environment where children feel safe and valued. Encourage positive behaviour and social interaction among children. Help maintain a clean, safe, and organised play and learning environment. Communicate effectively with the childminder, parents, and children. Follow safeguarding, health and safety, and confidentiality policies at all times. Assist with record-keeping as required (e.g., attendance, accidents, observations). Participate in outings and trips, ensuring children’s safety at all times. Person Specification Essential: Genuine interest in working with children. Friendly, caring, and patient nature. Good communication and teamwork skills. Ability to follow instructions and use initiative. Reliable and trustworthy. Desirable: Previous experience working with children. Basic knowledge of child development and the EYFS (Early Years Foundation Stage). First Aid training. Food hygiene and/or safeguarding training. Additional Information This position may require an enhanced DBS check. Training and development opportunities will be provided. Flexibility may be required to meet the needs of the children and families.

Residential Support Worker Role To support the learning, emotional and social needs of children/young people within the residential home. Residential Support Worker will be required to participate in recording, monitoring and evaluating individual child strategies/support. Duties This job description describes in general the normal duties which the post-holder will be expected to undertake. However, the job or duties described may vary or be amended from time to time without changing the level of responsibility associated with the post. Hours of Work Day Shift 8am to 8.30pm / Night Shift 8pm to 8.30am Responsibilities: 1. Assist in the educational, social, emotional and behavioural development of children/young people under the direction and guidance of Management and support., 2. To assist management to develop the house and its environment ensuring that the highest standards of care prevail for each individual child/young person, within the guidelines of the stated model of care., 3. Assist in the implementation of Personal Education Programmes for children/young people and help monitor their progress., 4. Assist in the implementation of Individual Care Plans for children/young people and help monitor their progress., 5. To provide and support the provision of primary care for each child/young person and help them develop healthy attachments., 6. While on rota in the house, under supervision of the house management, be responsible for the care of children/young people as delegated by the senior staff., 7. To participate in sleeping in duties as required., 8. To maintain and promote good relationships with other professionals, team members and management, other sections within Caridon, parents, other agencies and professionals., 9. Support, monitor and evaluate the children/young people’s emotional and behavioural difficulties and help develop their social skills., 10. To ensure that Health and Safety of the children/young people and the home is monitored in accordance with the relevant legal requirements and good practice., 11. To participate in staff training, which is mandatory training, and all other mandatory training., 12. To be available whilst on duty to participate in on going supervision with a member of the Management Team and through this supervision develop an understanding of the behaviour of the children/young people., 13. To develop specific pieces of work with children/young people as directed and supervised by the Registered Manager/Deputy Manager., 14. To ensure high standards of communication involving checking and completing daily records, message book, diary and any other documentation in accordance with our developing best practice., 15. To contribute to the children/young people’s development through a variety of means including play, excursions, and other social opportunities in an individual and group setting both inside the home and outside appropriate to children/young people’s needs. Standards and Quality Assurance:- 1. Support the aims and ethos of Caridon as outlined in the Statement of Purpose., 2. Set a good example in terms of dress, punctuality and attendance., 3. Attend all staff meetings., 4. Undertake professional duties that may be reasonably assigned by the Management., 5. Undertake other reasonable duties from time to time as required. Health & Safety: 1.To maintain an awareness and observation of Fire and Health & Safety Regulations. Equal Opportunities: 1. To contribute to the development, establishment and implementation of clear Equal Opportunities objectives for the service which promote equality for all children/young people and members of staff and formulate equality targets and performance measures for both employment and service delivery., 2. To promote a positive approach to all potential and current children/young people and ensure that services under the posts control reflect this approach. Qualifications: 1. Hold the Level 3 Diploma for the Children and Young People’s Workforce, or be prepared to work towards following a successful six month probation.

Duties: Observation & Development: Monitor children’s growth and development, identifying individual needs and interests. Plan and deliver engaging activities that promote learning, creativity and social skills. Provide a safe, nurturing, and stimulating environment for children. Attend to their daily needs including meals, hygiene, rest and play. Build and maintain strong, supportive relationships with parents and guardians. Act as the primary point of contact for any inquiries, updates, or concerns. Develop relationships with local schools, nurseries, and community groups to support children’s education and wellbeing. Coordinate with educational institutions when required. Identify opportunities to introduce new activities, learning resources and age-appropriate programs to enrich children’s experiences. Work closely with parents, educational professionals and health providers to ensure holistic care and support for each child. Stay informed on childcare regulations, safeguarding policies and early years education standards. Ensure that all care practices meet legal and professional requirements. Continuous Improvement: Regularly reflect on practice, seek feedback and update childcare strategies to maintain a high-quality service. Skills: Excellent communication and interpersonal skills. Strong sales and marketing skills. In-depth knowledge of child admissions regulations and procedures. Excellent research and analytical skills. Time management and organisational skills. Strong work ethic, self-motivation, and a results-oriented attitude. Qualification and experience: 2-3 Years Experience Required Bachelor's degree (Preferred)

We are currently seeking enthusiastic and dedicated Early Years Practitioners to join our team. As an Early Years Practitioner, you will play a key role in providing high-quality care and education to young children, fostering their development and preparing them for future learning. Responsibilities: Plan and implement age-appropriate activities and learning experiences based on the Early Years Foundation Stage (EYFS) framework. Provide a safe, nurturing, and stimulating environment for children to explore, learn, and develop. Observe and assess children's development, maintaining accurate records and progress reports. Build positive relationships with children, parents, and colleagues to promote open communication and collaboration. Support children with their personal care routines, including feeding, toileting, and nap times. Promote positive behavior management strategies and encourage social skills and emotional development. Participate in team meetings, parent consultations, and continuous professional development opportunities. Maintain a clean, organized, and inviting learning environment, ensuring health and safety standards are met at all times. Requirements: Level 3 Early Years Educator qualification or equivalent (e.g., CACHE Level 3 Diploma in Childcare and Education, NVQ Level 3 in Childcare). Previous experience working with children in an early years setting is preferred. Knowledge of the Early Years Foundation Stage (EYFS) framework and its implementation. Strong communication, interpersonal, and organizational skills. Ability to work effectively as part of a team and independently. Passionate about early childhood education and child development. First Aid and Safeguarding training certificates are desirable. Flexibility to work various shifts, including mornings, afternoons, and occasional evenings. Joining our team offers the opportunity to make a positive impact on the lives of young children and their families. If you are a passionate and caring Early Years Practitioner with a commitment to early childhood education, we invite you to apply for this position. Please submit your resume and cover letter detailing your relevant experience and qualifications. We look forward to hearing from you!

We are looking for a professional, high-energy bartender with excellent communication skills to serve classical cocktails and exciting new beverages to our customers. Must be experienced in working in pubs with fast service speed, good knowledge about beers and cellar management To succeed as a bartender, you should have a neat appearance and an engaging, friendly personality. You should be efficient, observant, knowledgeable, and personable.

Job Title: Event Security Officer / Event Steward / Event Supervisor Employment Type: Part-Time (As and When Required) Location: London Pay: Competitive hourly rate (varies by role and experience) About Us: We are a professional event security company providing safety, crowd management, and customer service solutions for a wide range of events including concerts, festivals, sporting events, and corporate functions. We are currently recruiting enthusiastic, reliable, and professional individuals for part-time positions in Event Security, Stewarding, and Supervisory roles. These roles are ideal for those seeking flexible work to fit around other commitments—a perfect second job opportunity. Roles Available: 1. Event Security Officer (SIA Licensed Required) Responsibilities: • Ensure the safety and security of event staff, attendees, and premises, • Conduct bag searches and access control, • Monitor crowds and identify any suspicious behaviour or potential risks, • Respond to incidents quickly and professionally, • Provide clear and confident communication during emergencies Requirements: • Valid SIA Door Supervisor Licence, • Excellent communication and customer service skills, • Ability to stay calm under pressure, • Previous security experience preferred 1. Event Steward Responsibilities: • Assist with crowd control and customer guidance, • Check tickets and direct guests to appropriate areas, • Provide information and support to event attendees, • Observe and report incidents to security or supervisory staff, • Ensure fire exits and emergency routes are clear Requirements: • Friendly, approachable, and professional manner., • Reliable and punctual, • Comfortable working in busy environments 1. Event Supervisor Responsibilities: • Oversee team of stewards and/or security officers, • Liaise with event management and emergency services if required, • Brief staff on event layout, roles, and safety protocols, • Monitor performance and ensure professionalism across the team, • Report incidents and complete post-event debriefs Requirements: • Experience in supervising event teams, • Strong leadership and communication skills, • SIA licence preferred but not always essential, • Ability to remain professional and decisive under pressure General Requirements for All Roles: • Must be 18+, • Right to work in the UK, • Flexible availability including evenings and weekends, • Smart appearance and good personal hygiene, • Ability to travel to event locations, • Must be able to pass the BS7858 vetting process, including a 5-year work/education history check and criminal record screening We welcome applicants from all backgrounds and levels of experience.

Job overview To provide a consistent professional approach to all customers through the highest standards of product and service. To actively contribute to meeting and exceeding sales targets and profit margins. Main responsibility as customer-oriented restaurant supervisor to ensure that all restaurant operations run smoothly. The restaurant supervisor's responsibilities include overseeing the activities of restaurant staff, expediting customers' orders as needed, and maintaining good working relationships with suppliers. You should also be able to identify ways to decrease the restaurant's operational costs. To be successful as a restaurant supervisor, you should exercise effective management skills and take necessary disciplinary actions to address poor staff performance. A restaurant supervisor should be able to achieve exceptional customer service and ensure that customers have a pleasant restaurant experience. This is a full-time position that requires your consistent, year-round availability. Please apply only if you can commit to a full-time schedule on an ongoing basis. Applications with part-time availability will not be considered. We are specifically seeking candidates with experience in one or more of the following areas: breakfast service, restaurant operations, bar management, café service, event coordination, and conference support. Duties and responsibilities Costs and efficiency: To minimise wastage at all opportunities Time and manpower are appropriately allocated to planned work routines optimising efficiency and productivity To actively promote an energy efficient culture throughout the department All departmental resources are monitored and controlled in line with departmental objectives Customer relations: To liaise positively with the guest ensuring all their needs and requirements are met To ensure product knowledge on Hotel products and services is up-to-date at all times To respond in a pro-active manner to guest feedback for positive and negative comments To feedback to the sales teams in a constructive manner for service improvements To ensure personal and Team presentation is of the highest standards at all times to project a professional image to customers To support the Manager with a system of Quality Standards to ensure the Team is providing a consistent approach to customer service within the department Operational requirements Restaurant Supervisor Responsibilities: Screening, interviewing, hiring, and training restaurant staff. Managing restaurant staff's work schedules. Conducting regular inspections of the restaurant kitchen to determine whether proper standards of hygiene and sanitation are maintained. Overseeing food preparation, presentation, and storage to ensure compliance with food health and safety regulations. Checking in on dining customers to enquire about food quality and service. Monitoring inventory and ensuring that all food supplies and other restaurant essentials are adequately stocked. Monitoring the restaurant’s cash flow and settling outstanding bills. Reviewing customer surveys to develop and implement ways to improve customer service. Resolving customer complaints in a professional manner. To prepare restaurant as required to the correct standard To ensure all equipment is correctly installed and in good working order To adhere to all Health and Safety Requirements as required by the Hotel To be responsible to the prompt and efficient delivery of refreshments and meals as required by the customer To ensure the cleanliness of the department is maintained through the allocation of the duties and cleaning rosters To be responsible for the set-up, running and clearing of an event as required. To serve at private dinner functions To adhere to the requirements of the Data Protection Act at all times Computerised and manual storage systems are maintained in line with the Hotel procedures To adhere to all the requirements under the Food Hygiene and Liquor Regulations To ensure all maintenance issues are reported according to the Hotel procedures To undertake tasks in other departments when required Team Requirements To allocate tasks within the shift to ensure all operational requirements are met To maintain regular and effective communication within the Team by attending daily briefing sessions and departmental meetings as required To identify training needs throughout the department communicating with the Manager to meet the training need To provide coaching and on-the-job training as identified, especially for new employees To create an environment which promotes employee morale and encourages the Team to have high levels of productivity To ensure all Hotel personnel policies and procedures, and employment law are observed at all times Performance Indicators Customer Feedback Complaints and Compliments Completion of tasks on shift Team feedback 1:1 with Manager We genuinely care about people and we show this through living out our promise of True Hospitality each and every day. It’s what connects every colleague in all hotels:

We are looking for self employed caring, compassionate, dedicated and enthusiastic individuals who have a passion for patient focused care within dynamic music venues in London. At hexagon medical we strive to achieve high standards of patient care to individuals in need at night time economy venues in London, focusing on Pre hospital emergency care, first aid and ensuring the welfare of our patients. Duties: • Respond promptly and efficiently to emergency situations and provide the necessary medical assistance required., • Treating and assessing patients within your scope of practice, • Assist and liaise with other emergency agencies when/if required., • Manage and monitor individuals within your care with routine observations completed., • Maintain a dignified and professional approach at all times., • Accurate documentation of all care provided on either PRF, Minor injury forms or welfare logs., • Experience:, • Minimum 1 year experience within the night time economy, event field Or pre hospital care, • Qualifications - Frec 3 / Frec 4, • DBS ideally on the update service, • Strong communication and interpersonal skills, • Ability to work within a team or individually, • Strong radio communications, • Working closely with security staff and venue management, • If you are passionate about providing exceptional patient care in a dynamic environment, we invite you to apply today and become a vital part of our team at Hexagon medical!, • Job Types: Part-time, Permanent, Temp to perm, Freelance, • Pay: £14.00-£15.00 per hour, • Expected hours: 6 – 30 per week, • Benefits:, • Free parking, • Schedule:, • 10 hour shift, • 8 hour shift, • Every weekend, • Monday to Friday, • Night shift, • Weekend availability, • Weekends only, • Licence/Certification:, • DBS (required), • Frec qualification (required), • Work Location: In person, • Reference ID: Frec 3, Frec 4, First Aid, Night time economy, London

SCOPE & GENERAL PURPOSE OF JOB To supervise and manage a section of the kitchen to ensure that objectives are met in relation to all food prepared within the hotel. JOB SPECIFIC ACCOUNTABILITIES To maintain regular and effective communication within the team and at all levels Performance standards are clearly communicated to every individual and is understood Technical and personal standards are high Staff are proud to belong to the team and the section Staff movements, communication and coordination within the section is effective. Sous Chef is informed of changes in keeping with payroll schedules. A system is in place for requesting time-off and is understood by staff. Hours are monitored, and potential problems are raised with Sous Chef/ Head Chef. All staff receive high quality performance feedback Appropriate action is taken to deal will all levels of performance Trends are monitored and consulted with Sous Chef for a suitable response Confidence in the application of policies and procedures Staff issues are brought to the attention of the Sous Chef Daily meetings are attended, and information effectively passed on to the team. Staff are fully informed of changes in the kitchen and to the section. Training & Development To arrange induction and training of staff to meet the required standard of performance, ensuring that all training is recorded on individual training record sheets. To provide coaching to Commis Chef to develop confidence, knowledge and skills. To ensure that all staff are well-versed in legal requirements and established standards are maintained. Act as section trainer for Commis Chefs and Demi-Chef de Partie · Planned section induction is carried out for new starters · All staff hold a Basic Food Hygiene Certificate · Working with the Sous Chef, technical skills for different roles are identified and training needs analysis is carried out on a rolling basis Food Quality To ensure that food hygiene standards are exemplary at all times so that legal and company requirements are met. To ensure that correct mis-en-place has been affected before service and that the staff are completely familiar with the production of dishes on the menu. To ensure the correct preparation, presentation and service of dishes to the guests and also the staff restaurant according to the standards of the hotel. Swabs and other required procedures are carried out according to company standards Best practice is adapted to suit the hotel’s operation Safe and hygienic working practices are demonstrated during every shift Action is taken swiftly to correct any observed contravention in health, safety or hygiene practices. Service is calm and organised Raw and high-risk roods are prepared separately Food preparation areas are cleaned prior to use, maintained during service and cleaned down according to set procedures and in-line with Health, Safety and Hygiene requirements. Waste is promptly removed from the food preparation area and disposed of appropriately Food is checked for quality and presentation before sending to the hot plate/ pass Food not for immediate consumption is stored in the correct manner at a safe temperature according to legal requirements Stock control Stock takes are accurate People are available to assist Preparation is done to assist Market list is used for ordering stock for the next day Receiving and storage areas are prepared ready for delivery Food items are checked for quality, expire date and temperature Random temperature checks are made of chilled and frozen good delivered Delivery packaging is removed and disposed of appropriately Storage areas are kept secure from unauthorised access Temperature checks are made according to a set schedule agreed with the Sous Chef/ Head Chef No out of date stock in storage areas Menu Development To assist in menu development Continuous development of menu items New ideas given to Sous Chef and Executive Sous Chef Takes an active interest in food trends GENERAL ACCOUNTABILITIES Health, Safety and Security Hygiene regulations are enforced, monitored and swift action is taken where shortfall is detected To ensure safe and careful handling of equipment to safeguard people and property particularly in areas of manual handling, use of knives and COSHH. Hazards are spotted and reported Equipment used are according to guidelines Accidents are reported

Job Title: Mystery Shopper (Flexible, Part-Time) Location: Various locations nationwide (travel may be required) About the Role: Are you naturally observant, detail-oriented, and curious about how businesses really work behind the scenes? We’re looking for reliable Mystery Shoppers to join our growing network of field researchers. This is an ideal opportunity if you’re between jobs, looking to earn extra income, or want a flexible side hustle that fits around your schedule. You’ll visit retail outlets, service providers, and customer-facing businesses to evaluate real customer experiences and provide honest, constructive feedback that helps companies improve their service quality. Key Responsibilities: · Conduct in-person visits to assigned locations following specific scenarios and guidelines. · Interact with staff and experience the customer journey from start to finish. · Evaluate and report on service quality, staff knowledge, and product information. · Submit detailed, accurate reports within set deadlines. About You: · Excellent attention to detail and observation skills. · Reliable, professional, and discreet. · Strong written communication skills to provide clear, objective feedback. · Flexible availability; assignments may include evenings or weekends. · Access to a smartphone or computer to submit reports. What We Offer: · Competitive per-assignment pay. · Flexible, freelance-style work — choose assignments that fits your lifestyle. · A simple way to earn extra money alongside other commitments. · Opportunity to gain insight into customer experience and brand standards. · Be part of a trusted team improving service quality across industries. How to Apply: If you’re ready to step behind the scenes, earn on your own terms, and help businesses raise the bar, we’d love to hear from you. Apply now with your CV and a brief note on why you’d make a great Mystery Shopper.

About Luupli Luupli is a social media app that has equity, diversity, and equality at its heart. We believe that social media can be a force for good, and we are committed to creating a platform that maximizes the value that creators and businesses can gain from it, while making a positive impact on society and the planet. Our app is currently in Beta Test, and we are excited about the possibilities it presents. Our team is made up of passionate and dedicated individuals who are committed to making Luupli a success. Job Description As an AI Engineer at Luupli, you will play a pivotal role in developing intelligent systems and orchestrating agentic workflows that power Luupli’s AI features. Your work will span Retrieval-Augmented Generation (RAG), multi-agent LLM orchestration, auto-captioning, generative media, and content moderation. You’ll use frameworks like LangGraph, LangChain, and Google’s Agent Development Kit to build persistent, scalable AI services on Google Cloud Platform (GCP). This is a full-stack AI role that spans intelligent backend APIs, LLM agent orchestration, and integration with product-facing features. Responsibilities Build and deploy multi-agent AI workflows using LangGraph, LangChain, or Google’s Agent Development Kit. Implement RAG pipelines using embeddings, semantic chunking, and vector databases (e.g., FAISS, Pinecone, Weaviate). Integrate hosted and open-source LLMs (OpenAI, Gemini, Claude, Ollama, Mistral) into intelligent systems. Build REST APIs with FastAPI and internal tools with Streamlit to expose AI functionality. Deploy production-grade services on GCP using Vertex AI, Cloud Run, Cloud Functions, IAM, and Pub/Sub. Embed AI into platform features such as auto-captioning, LuupForge (generative studio), feed personalization, and real-time moderation. Maintain modular, testable, observable, and secure code across the AI system lifecycle. Requirements 3+ years experience in applied AI/ML engineering (production-level deployments, not research-only). Strong Python development skills with full-stack AI engineering experience: FastAPI, Streamlit LangGraph, LangChain, or similar PyTorch, Transformers FAISS, Weaviate, or Pinecone Solid experience working with hosted APIs (OpenAI, Gemini) and self-hosted models (Mistral, Ollama, LLaMA). Deep understanding of LLM orchestration, agent tool-use, memory sharing, and prompt engineering. Hands-on experience with Google Cloud Platform (GCP); especially Vertex AI, Cloud Functions, Cloud Run, and Pub/Sub. Familiarity with best practices in cloud-based software development: containerization, CI/CD, testing, monitoring. Nice to Have Experience with Google’s Agent Development Kit or similar agent ecosystems. Familiarity with multimodal AI (e.g., handling text, image, audio, or video content). Prior experience developing creator platforms, content recommendation engines, or social media analytics. Understanding of ethical AI principles, data privacy, and bias mitigation. Experience with observability tools (e.g., Sentry, OpenTelemetry, Datadog). Data engineering experience, such as: Building ETL/ELT pipelines Working with event-based ingestion and structured logs (e.g., user sessions, reactions, feeds) Using tools like BigQuery, Airflow, or dbt Designing or consuming feature stores for AI/ML applications Compensation This is an equity-only position, offering a unique opportunity to gain a stake in a rapidly growing company and contribute directly to its success. As part of your cover letter, please respond to the following questions: This position is structured on an equity-only basis. Thus, it is presently unpaid until we secure seed funding. Given this structure, are you comfortable continuing with your application for this role? Have you built or contributed to agent-based AI systems using frameworks like LangGraph, LangChain, or Google’s Agent Development Kit? Do you have experience with Retrieval-Augmented Generation (RAG) systems and vector databases (e.g., FAISS, Pinecone, Weaviate)? Have you deployed AI systems on Google Cloud Platform? If not, which cloud platforms have you used and how? Have you integrated LLMs (e.g., OpenAI, Gemini, Claude) into autonomous or multi-step workflows? Can you explain how agents collaborate and maintain memory across tasked in multi-agent systems? What is your experience with prompt engineering, tool invocation, and orchestrated LLM workflows? Do you have any public code repositories (e.g., GitHub), demo URLs, or project write-ups showcasing your work?