Devesh Kumar Shaw

About

Machine learning engineer with production experience building computer vision and LLM-based systems end to end, from model training and evaluation to deployment, APIs, and analytics interfaces. Interested in clinical imaging and medical device software.

Experience

• Machine Learning Engineer
  Novae Avenue · New Delhi
  Oct 2025 – Present

  Trained and shipped segmentation, detection and classification models on large image datasets; built analysis layers over model outputs; cleaned and re-annotated a dataset; moved models from PyTorch through ONNX to TensorRT and RKNN with quantization; delivered backend and API pipelines to production.

• Research Assistant (Scientific Software)
  Raylabs
  Jan 2026 – Jul 2025

  Repaired an RNA structure prediction pipeline, fixed REST integration, added retry and timeout handling, and validated the fix with controls.

Education

• 2025 II
  B.Tech

  Indraprastha Institute of Information Technology Delhi (IIITD)

  Computer Science and Artificial intelligence · Aug 2021 – Jul 2025

  Computer Science and Artificial intelligence · Aug 2021 – Jul 2025

Skills

Tools / apps / platforms

Projects

• BrainTeaser: Lateral Thinking for NLP ↗
  Python, PyTorch, BERT, RoBERTa, GPT-2, GitHub Actions, PyTest

  Fine-tuned transformer models on SemEval 2024 lateral-thinking tasks and reached 80% accuracy.

• JARVIS: Real-Time Multi-Provider LLM Assistant ↗
  Python, Groq, NVIDIA NIM, Ollama, Flask, PyQt5, Whisper

  Unified multiple LLM providers behind one OpenAI-compatible client and built CLI, desktop, and web front ends on one event-driven engine.

🏆 Achievements & awards

• Dean’s List · 2023

  Academic recognition.

• Amazon HackOn Season 3 Round 4

  Reached Round 4.

• Codeforces Specialist

  Competitive programming achievement.

🎯 Hobbies & interests

• problem solving
• competitive programming