🔬 AI Research Intern @ SBILab, IIIT Delhi — LLMs for clinical docs, GNNs for drug repurposing
🎓 B.Tech CSE, minor in AI/ML — GGSIPU Delhi
⚡ I like the part after the notebook: serving, latency, cost
📬 Open to AI/ML engineering roles
| Highlight | |
|---|---|
| Meridian — KOL influence platform Resolves researcher identity across 4 scholarly APIs, scores 14 influence indicators. Human-in-the-loop LangGraph runs that pause and resume mid-pipeline. FastAPI LangGraph pgvector AWS |
Same-field similarity 0.65 vs cross-field 0.14 |
| AI Consciousness Assistant — cited RAG over 158 papers A calibrated guardrail (F1 0.939) declines out-of-scope questions before any model call. Two autoscaling Cloud Run services behind CI/CD. FastAPI FAISS ONNX GCP |
Cold start 110s → 19s via PyTorch → ONNX |
| Smart Stock Predictor — LSTM + Transformer forecasts Deploys gate on tests, Trivy scans, and CodeQL. Squeezed onto a 512 MB tier with an LRU model cache and worker recycling. Django TensorFlow React Docker |
MAPE 3.41% |
| Weak Signals in CV — research trend forecasting Temporal keyword pipeline building Emergence and Impact Maps to surface research frontiers. Python Pandas NLP |
13 years of arXiv data |
Clinical documentation — Entity-aware generation via SciSpacy NER set differences. LLaMA-3-8B, Mistral-7B and Qwen3-4B served through vLLM batched inference, hierarchical RAG on Qdrant. → Rouge-1 F1 0.543
Drug repurposing — GATv2 over gene PPI networks with a BPR reversal prior, LangGraph agents fusing multi-source evidence. → Recall@10 +23% across 5 cancers
| Languages |     |
| ML |      |
| LLM & Retrieval |      |
| Backend |     |
| Cloud & Ops |     |
Models are only half the job.
| Build | Measure | Ship |
|---|---|---|
| RAG pipelines that actually retrieve the right context | Retrieval quality, model accuracy & hallucination | Containerized services with CI/CD |
| LLM inference & serving | Latency, throughput & cold starts | Cloud deployments that survive real traffic |
| Graph-based ML systems | Ranking, recall & calibration | Systems that are observable and maintainable |