Senior Undergraduate @ IIT Kanpur | AI/ML Engineer | National Finalist @NEST'25 (Novartis)
I'm a final-year B.Tech student at IIT Kanpur (CGPA: 8.1), passionate about building intelligent systems at the intersection of AI, NLP, and real-world impact. I love taking on hard problems and shipping solutions that actually work — from RAG chatbots cutting manual effort by 80% to clinical trial models placing me in the top 3 nationally among 32,000+ participants.
- 🔭 Currently: AI Software Developer Intern @ U2xAI (Remote, NJ, USA)
- 🧠 Building with: LLMs, RAG, MCP, BioBERT, reinforcement learning
- 🏹 Fun fact: I was Leader of the Archery Society at IITK for 2 years
- 📫 Reach me: kritnandan3@gmail.com
🥉 3rd Place National Finalist | NEST'25 by Novartis | 32,000+ participants
Built a predictive model on ClinicalTrials.gov data to optimize clinical trial recruitment. Used BioBERT for embedding unstructured text, conducted feature engineering on structured + unstructured data.
BioBERT LLM EDA Feature Engineering Clinical NLP
Medical question answering using Generative AI
Annotated datasets with Label Studio, fine-tuned BioBERT for NER and QA tasks. Achieved F1 score up to 0.96 with RAG-based retrieval pipeline.
BioBERT RAG Label Studio NLP Transformers
Text classification pipeline to detect cyberbullying using NLP techniques.
NLP Text Classification Python Jupyter
End-to-end time series analysis and forecasting using statistical and ML methods.
Time Series ARIMA Forecasting Jupyter
Bayesian statistical modeling and inference experiments.
Bayesian Methods Statistics Python
| Role | Company | Duration |
|---|---|---|
| 🤖 AI Software Developer Intern | U2xAI (Remote, NJ) | Jan 2026 – Present |
| 🧠 AI/ML Intern | Synq.Work, Gurugram | Jul – Aug 2025 |
| 🔬 Research Intern | IIT Kanpur Decision Lab | May – Jul 2024 |
| 🏹 Leader, Archery Society | IIT Kanpur | Jun 2024 – May 2025 |
Languages
AI / ML
Tools & Platforms
- 🥉 National Finalist (3rd place) — NEST'25 by Novartis | 32,000+ participants
- 🎯 Achieved 80% reduction in manual effort via AI automation @ Synq.Work
- 📈 25% boost in lead outreach through AI-driven pipelines
- 🏹 Led IIT Kanpur Archery Society as Leader & prior Secretary
"I love facing challenges and stepping out of my comfort zone."
— Open to full-time roles & research opportunities from Nov 2026 —