I am a Research Data Scientist at Indiana University Bloomington and an M.S. in Data Science graduate specializing in production-grade, distributed AI systems, privacy-preserving federated learning, and autonomous multi-agent engines.
- π¬ Current Research Focus: Scaling probabilistic ML pipelines across 684-feature matrices and 500+ parallel simulations under extreme low-variance constraints.
- βοΈ Core Expertise: Distributed AI Infrastructure (GCP/AWS), Hybrid RAG with Semantic Routing, Autonomous Agent Networks (BeeAI, LangGraph), Vision Transformers (ViT), and Healthcare MLOps (HIPAA/FHIR).
- π Education: M.S. in Data Science (Indiana University Bloomington) | B.Tech in Computer Science & Engineering (VIT).
π§ Machine Learning & AI :: PyTorch | Scikit-Learn | TensorFlow | Hugging Face | Vision Transformers | OpenCV | XAI
π€ Agentic & LLM Frameworks :: BeeAI | LangGraph | CrewAI | LangChain | LlamaIndex | Prompt Engineering | Pydantic
ποΈ Databases & Search :: PostgreSQL | MySQL | Redis | Pinecone (Vector DB) | Apache Spark | Firestore
βοΈ Cloud & Infrastructure :: GCP (Cloud Functions/GCS) | AWS (SageMaker/Timestream/S3/RDS) | Docker | Git | MLflow
π Analytics & Web Deployment:: Python | R | SQL | PowerBI | Streamlit | Gradio | Hugging Face Spaces | Pandas | NumPy
| Project | Key Innovation & Architecture | Stack & Links |
|---|---|---|
| ποΈ Wall St. AI Analyst | Hybrid RAG & Live Market Agent: Built a Semantic Router (OpenAIPydanticProgram) partitioning queries between Pinecone (SEC 10-K RAG with MarkdownElementNodeParser table parsing) and yfinance live API. Evaluated via Ragas framework (83.5% Faithfulness, 91.8% Answer Relevancy). |
LlamaIndex OpenAI Pinecone Ragas Streamlitπ GitHub Repo | π Hugging Face Space |
| π‘οΈ FedMed-XAI | Serverless Federated Diagnostics: Engineered GradsSharding architecture on GCP Cloud Functions + GCS (bypassing 50MB+ tensor limits), Zero-Trust Medplum FHIR-native audit logs, and automated PHI scrubbing ETL (PostgreSQL + Redis). | GCP Python PostgreSQL Redis Medplum FHIR XAIπ GitHub Repo |
| π€ Autonomous Trading Council | Multimodal Multi-Agent Network: Architected Bull, Bear & CIO Agent Council via BeeAI & GPT-4o with cyclic reflection loops, OpenBB v4 & VLMs for chart analysis, and Pydantic schemas (98% pass rate against CIO-Judge checks). | BeeAI GPT-4o VLMs OpenBB Pydanticπ GitHub Repo |
| π² Wildfire ViT Pipeline | Hierarchical Vision Transformer: Built an early wildfire detection pipeline achieving 97.8% binary accuracy across 23 model variations with cascading multi-class classification. | ViT PyTorch OpenCV Pythonπ GitHub Repo |
| π Ape Pose Detection | Computer Vision Pose Estimation: Engineered deep learning pipeline for accurate primate pose estimation and keypoint joint tracking. | PyTorch OpenCV Computer Visionπ GitHub Repo |
| ποΈ Aspect Sentiment Analysis | Web Mining & NLP Engine: Product review extraction pipeline featuring custom spam filtering (20% false positive reduction) and automated analytics integration (40% productivity boost). | NLP Scikit-Learn Pandas BeautifulSoupπ GitHub Repo |
- π¬ Research Data Scientist | Indiana University Bloomington
Sep 2025 - Present- Scaled probabilistic machine learning pipelines processing 684-feature matrices across 500+ parallel simulations.
- Engineered Pandas evaluation scripts filtering 22,000+ false positives down to 467 actionable targets.
- π’ AI Architect Intern | Monage Corporation
Jun 2025 - Aug 2025- Architected predictive healthcare platform targeting 1M active users (<500ms latency) via AWS SageMaker, Timestream, RDS PostgreSQL & S3.
- Designed HIPAA-compliant AI integration workflows for US/India MVP inference routing.
- π» Data Scientist Intern | Wipro Limited
May 2023 - Jul 2023- Built AI troubleshooting prototype integrating GPT-3 with Tesseract OCR; fine-tuned Stable Diffusion v1.5 via DreamBooth on curated datasets.
- π M.S. in Data Science β Indiana University Bloomington
- π B.Tech in Computer Science & Engineering β Vellore Institute of Technology
- π IBM Certified: RAG and Agentic AI
- π DataCamp Certified: SQL Associate
Feel free to reach out for research collaborations, AI/ML engineering projects, or technical inquiries.