Bismay Nayak
Founder @Rola Labs | Building @TasteMap
Bengaluru
6+ years of work experience
Mar 20267 mosPresent
Apr 20251 yr 6 mosPresent
Remote
Apr 20204 yrs 5 mosAug 2024
San Francisco, California, United States
Led end-to-end development of real-world AI systems across healthcare, food-tech, and fashion domains.
• Built scalable ML pipelines and backend infrastructure deployed on Google Cloud (Cloud Run, Functions)
• Delivered real-time implant detection (85%+ accuracy) and food doneness classification (90%+ accuracy)
• Implemented self-supervised learning (BYOL, SimCLR), zero-shot search using CLIP, and generative AI (diffusion models, U-Net)
• Optimized infrastructure, reducing latency and server costs through GCP service migration
• Mentored junior ML fellows; led research on noisy-label training and robust loss functions
• Collaborated with product and engineering teams to deliver analytics dashboards, case-sharing flows, and user feedback loops
Tools & Technologies: Python, ReactJS, PyTorch, Flask, FastAPI, GCP, Docker, Kubernetes, CI/CD
Jan 20203 mosMar 2020
• Built a CNN-based wound classification model trained on a dataset of 1,000+ images (78% accuracy)
• Led data collection, cleaning, and preprocessing to ensure class balance and image quality
• Researched noise-robust training using CoTeaching, Symmetric Cross Entropy (SCE), and LID-Paced Loss
• Delivered analysis and benchmarks on robust model training under weak labeling conditions
Focus Areas: Deep Learning, Computer Vision, Noisy Label Learning, PyTorch, Data Preparation
Bismay’s AI Stack
Education
Bachelor of Technology - BTech, Computer Science
Veer Surendra Sai University Of Technology ( Formerly UCE ), Burla
20154 yrs2019
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