About Rival: Backed by top VCs and angels, Rival is building a unique 3D content-sharing platform and a first-of-its-kind foundational AI model that converts any 2D video into an immersive 3D experience. Currently a team of 13, Rival has brought together talents from Google, Meta, Amazon, BCG, Morgan Stanley, etc. Project Overview: We are seeking a highly motivated PhD intern to join our team and contribute to an exciting project focused on developing a novel, end-to-end system for converting standard 2D videos into compelling 3D (stereoscopic or depth-based) formats using advanced AI techniques. The goal is to research, design, and implement deep learning models capable of understanding scene geometry, motion, and temporal consistency directly from monocular video input to generate high-quality 3D output automatically. This research has the potential to revolutionize content creation and consumption for VR/AR and 3D displays. Your Responsibilities: Conduct literature reviews on state-of-the-art methods in monocular depth estimation, novel view synthesis, video understanding, and 2D-to-3D conversion. Design, implement, and experiment with deep learning architectures (e.g., Transformers, CNNs, GANs, Diffusion Models) for the 2D-to-3D conversion task. Focus on key challenges such as temporal consistency, handling complex motion, maintaining geometric accuracy, and computational efficiency. Process and manage large-scale video datasets for training and evaluation. Collaborate closely with researchers and engineers to integrate findings into a prototype system. Analyze results, document findings, and present progress regularly. Contribute to potential publications or patent applications based on research outcomes. Required Qualifications: Currently enrolled in / just finished a PhD program in Computer Science, Electrical Engineering, Artificial Intelligence, or a related field. Research focus in Computer Vision, Deep Learning, Machine Learning, or Graphics. Solid theoretical understanding and practical experience in deep learning and computer vision fundamentals. Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow). Experience working with image and/or video data. Strong analytical, problem-solving, and research skills. Excellent communication and collaboration abilities. Preferred Qualifications: Track record of relevant publications in top-tier CV/ML conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, SIGGRAPH). Experience specifically with monocular depth estimation, stereoscopic vision, view synthesis, video generation, or 3D reconstruction. Familiarity with video processing tools (e.g., OpenCV, FFmpeg). Experience with large-scale model training and data pipelines. Contributions to relevant open-source projects.
We are seeking a dedicated and highly skilled builder to join our team. The ideal candidate will be experienced in a variety of trades, including but not limited to plumbing, carpentry, electrical work, and general construction. This is an excellent opportunity for someone who is accustomed to working hard and enjoys taking on a range of projects. Work is typically based in North London Key Responsibilities: Perform a variety of construction-related tasks, including plumbing, carpentry, and electrical work. Carry out general building repairs and maintenance as required. Install, maintain, and repair plumbing systems, electrical wiring, and wooden structures. Ensure compliance with safety regulations and quality standards on all tasks. Collaborate with other tradespeople and contractors to complete projects efficiently. Troubleshoot and resolve issues that arise on job sites. Maintain a clean and organized work environment. Requirements: Proven experience as a builder with expertise in multiple trades such as plumbing, carpentry, and electrical work. Excellent problem-solving skills and attention to detail. Ability to work independently or as part of a team. Strong physical stamina and ability to work in various weather conditions. Reliable and punctual with a strong work ethic. What We Offer: Competitive salary based on experience. A dynamic work environment with a variety of projects. Supportive and collaborative team culture. If you are an experienced, hard-working builder with a broad range of skills, we want to hear from you! Apply today to join our team and contribute to exciting and challenging projects.
Property management company based in South East London, East Dulwich looking for an experienced maintenance/handy person to carry out property repairs/maintenance. Duties include (but not limited to); Changing and repairing locks General plumbing repairs Painting and decorating General Carpentry Electric repairs - sockets, lights, extractor fans The role would also include booking, cancellation procedures and Room/property spot checks. The candidate should be local to SE22 as they would be required to attend emergency call outs - out of office hours, flexibility in the evenings and weekends is necessary. It is essential the candidate has a clean UK driving license. Immediate start. You will be required to work Monday - Friday from 10.00am - 5.30 pm Job Type: Full-time Salary: £12 to £14/hour
We are a construction company engaged in renovations and refurbishments in West London. We need two site operatives to help us grow and fill current skill gaps. The ideal candidate should: 1- Be able to communicate in English 2- be able to carry out general carpentry, plumbing electrical and other tasks 3- Have at least one skill area in plumbing, electrical or carpentry. 4- Be located in West London or able to travel within 45 minutes 5- Permitted to work in UK and available to work in the UK
Join our growing maintenance team now! We run a dynamic and busy maintenance operation, completing a wide range of works including plumbing, electrical and handyman. We are looking for a decorator who drives to join our team. This is a permanent employed position and you will receive holiday allowance, uniform and training. You will also be given a van for work journeys. Shift times are out of hours generally work 8pm to 6am, and overtime available. Please note that we pay MONTHLY and all staff must be able to prove valid UK right to work eligibility. The pay rate is dependant on experience, qualifications and relevant skills.