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tannnmayy/README.md

Hi, I'm Tanmay Singh πŸ‘‹

Software Developer | AI/ML Researcher | Building Lightweight Deep Learning Systems


πŸš€ About Me

  • πŸŽ“ B.Tech CSE (Big Data Analytics) @ SRM Institute of Science and Technology, KTR β€” Class of 2028
  • πŸ”¬ Samsung PRISM Research Intern @ SRI-B, building lightweight deep learning ISPs that denoise and HDR tone map at the same time in under <6000 Parameters and 30fps for mobile camera systems
  • 🀝 VP & Co-founder, FAST SRM β€” NVIDIA Student Developer Network club driving applied AI research with Nissan, HAL, DRDO, and CMRL
  • πŸ† 1st place, WiCyS SRMIST Hackathon, out of 200+ teams
  • πŸ“œ 2Γ— AWS Certified Β· Oracle AI Foundations Certified
  • 🌱 Building toward open-source contributions via LFX Mentorship (CNCF)
  • πŸ’Ό Open to Software Engineering, AI/ML, and Research internships

πŸ”¬ Current Work β€” TinyISPNet

Designing a 5.8K-parameter neural ISP for the Sony IMX135 camera sensor that jointly performs RAW image denoising and HDR tone mapping, targeting 30+ FPS on mobile GPUs. The pipeline takes raw Bayer measurements straight to perceptually optimized RGB output, trained end-to-end with an L1 + SSIM perceptual objective across 2,120+ RAW/JPEG image pairs.


πŸ› οΈ Tech Stack

Languages & Frameworks

AI / ML & Data

Databases

Tools & DevOps


πŸ† Achievements

  • πŸ₯‡ Winner, WiCyS SRMIST Hackathon (1st among 200+ teams)
  • πŸš€ VP & Co-founder, FAST SRM (NVIDIA Student Developer Network) β€” led a multi-partner national hackathon with Neevcloud, Belden, BMW, and Unstop, securing β‚Ή1.4L+ in sponsorships
  • ☁️ AWS Certified Cloud Practitioner & AI Practitioner (2025)

πŸ“Š GitHub Stats

GitHub Stats

GitHub Streak


πŸ“« Let's Connect

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  1. DepGraph DepGraph Public

    A high-performance Python CLI to detect dependency conflicts in monorepos. It scans your project in <1s, simulates upgrade impacts, and generates interactive D3.js visualizations. Built with Networ…

    Python 1 1

  2. neuroread-proj neuroread-proj Public

    NeuroRead is an AI-powered adaptive reading system that transforms complex digital content into accessible, easy-to-understand formats. Combining a personalized web platform with learning and assis…

    TypeScript 1

  3. neurolearn-chrome-extension- neurolearn-chrome-extension- Public

    Neuro-Reads is a Chrome extension that makes web pages easier to read for people with dyslexia. It applies an accessible font, larger text, and soft backgrounds, then uses an AI model via Hugging F…

    JavaScript 1

  4. Election-Promises-vs-Actual-Implementation- Election-Promises-vs-Actual-Implementation- Public

    This is a DBMS course project

    JavaScript