About Me
Who I Am
I’m a Senior AI Engineer with 3+ years of experience building production GenAI and ML systems across healthcare, industrial automation, and environmental monitoring. I hold an M.Tech in Computer Science from IIT Gandhinagar, where my research on scalable satellite-based detection was published at NeurIPS 2023, ACM Compass 2024, and ACM Journal 2025.
I care about AI that does something real — systems that reduce manual work by 80%, catch safety violations in real time, or help doctors spend less time on paperwork. That’s the kind of work I want to keep doing.
Currently exploring Senior AI/ML Engineer, NLP Engineer, and Applied Scientist roles. Open to full-time positions in India or remote.
Experience
Senior AI/ML Associate — Tiger Analytics Dec 2024 – Present
- Multi-agent AI interview orchestrator (LangChain + LangGraph) with async FastAPI + WebSocket backend
- GenAI Bill-of-Materials pipeline (AWS Bedrock + MLflow + Docker) — 80% reduction in manual generation time
- LLM code evaluator — 3× throughput, 90% reduction in manual review time
- Real-time safety monitoring pipeline (CCTV/RTSP + AWS IoT Core) — ~100ms latency
- CV stack: GroundingDINO auto-annotation, YOLOX detection, OCSort tracking, PPE + harness classification, OCR for ISO extraction
NLP Engineer — NeuroReef Labs Oct 2023 – Oct 2024
- CareCortex — AI copilot for real-time medical note-taking, fine-tuned on clinical guidelines
- RAG system for automated ICD-10, CPT, SNOMED, and HCC medical billing code generation
- Medical chatbot using HyDE + RAG over Athena EHR data
Researcher — IIT Gandhinagar Jul 2022 – Oct 2023
- Detected and classified 30,638 brick kilns across 5 Indian states — 82% precision over 520,000 km²
- Published at NeurIPS 2023 (best paper nominee), ACM Compass 2024, ACM Journal 2025
Skills
GenAI / NLP LangChain LangGraph RAG HyDE OpenAI API HuggingFace Prompt Engineering Fine-tuning
ML / Computer Vision PyTorch TensorFlow Scikit-learn YOLOv8 YOLOX YOLO-OBB GroundingDINO OCSort Active Learning
Backend / MLOps / Infra FastAPI WebSocket Docker MLflow AWS (S3, EC2, Bedrock, ECR, IoT Core) Boto3 GitHub Actions
Languages & Tools Python SQL C Streamlit Leafmap Git
Education
| Degree | Institution | Year |
|---|---|---|
| M.Tech — Computer Science & Engineering | Indian Institute of Technology Gandhinagar (IIT-GN) | 2022 – 2024 |
| B.Tech — Computer Science & Engineering | Gujarat Technological University | 2018 – 2022 |
Achievements
- Hackathon Winner — “AI Engine for Google Drive”, ThirdAI Corp. Built Neural DB for semantic search over Drive documents.
- GATE Computer Science — 97th percentile (Graduate Aptitude Test in Engineering)
- NeurIPS 2023 Best Paper Nominee — Workshop on Active Learning in the Real World
What I’m Looking For
I’m actively exploring roles where I can:
- Build and ship production-grade GenAI / NLP systems
- Work on problems with measurable real-world impact
- Collaborate with a strong technical team
Target roles: Senior AI Engineer · Senior ML Engineer · NLP Engineer · Applied Scientist Open to: Full-time · India (on-site or hybrid) · Remote Reach me: jaiswalsuraj487@gmail.com · LinkedIn