AI Scientist @ XO Health · Top 1% Kaggle Expert
I build multi-agent systems, RAG pipelines, and computer-vision models, and take them all the way to production.
- 🤖 Building agentic AI, retrieval-augmented generation, and computer-vision systems
- ☁️ 4+ years shipping ML to production on AWS, Azure, and GCP
- 🏆 Top 1% Kaggle Expert worldwide
- 🎓 Mentored 60k+ learners
- ✍️ I write about new developments in the tech industry
- 🧪 In my free time I build toy projects with whatever technology catches my interest
| Role | Company | Period | Highlights |
|---|---|---|---|
| AI Scientist | XO Health Inc. | Sep 2025 – Present | AI data-extraction and automation on GPT-4 and Claude; ETL workflows saving hundreds of manual hours a month |
| Data Scientist | Korn Ferry | Sep 2023 – Sep 2025 | RAG pipelines on Pinecone and GPT-4o; MCP-integrated autonomous recruiter agents; ML observability |
| Data Scientist | Gravitas.ai | May 2022 – Sep 2023 | Conversational agents (Lex, LangChain) for 10k+ daily users; CI/CD that cut release cycles by 50% |
| Data Scientist | NEXTGEN Innovation Labs | Oct 2021 – Apr 2022 | YOLOv5 and Mask R-CNN models at 92% mAP; MLOps, MongoDB, and BigQuery integration |
| Project | What it does | Impact |
|---|---|---|
| 🧠 MCP Recruiter Agents | Multi-agent system (AutoGen + MCP) for resume parsing, candidate enrichment, and recruiter Q&A | 25% lower recruitment MTTR |
| 📚 Enterprise RAG Pipeline | Scalable RAG with Pinecone, Weaviate, LlamaIndex, and BGE embeddings | +35% document Q&A accuracy |
| 🦙 Llama 3 QLoRA Fine-tune | Instruction-tuned Llama 3 8B for a compliance use case | 40% fewer hallucinations |
| 🧾 Document Extraction | OCR + GPT-4/Claude for invoices and claims | 80% efficiency gain |
| 📈 Financial Research Agent Swarm | Planner, Researcher, Editor, and Critic agents writing cited market reports | Fully autonomous workflow |
| 🏭 Defect Detection at Scale | YOLOv5 and Mask R-CNN on AWS EC2 | 1,000+ parallel inference jobs |
More toy and side projects (HFT price predictor, zero-shot classifier, lane detection, churn API) are in my repositories.
Generative AI & LLMs
ML & Computer Vision
Cloud, MLOps & Data
- AWS Certified Machine Learning – Specialty
- TensorFlow Developer Certificate
- Certified Kubernetes Application Developer (CKAD)
Open to opportunities in agentic AI, retrieval, and computer vision. Email is the quickest way to reach me: priyamkakati46@gmail.com