AI/ML engineer working on RAG systems that survive contact with real users — grounded answers, honest confidence, and the FastAPI services behind them. B.E. in Artificial Intelligence & Data Science, 2026. Based in Bengaluru.
Open to AI/ML engineering roles.
- 🧠 Analysed 10,000+ LLM conversations at FRND; findings drove retraining that cut response error rates by 15%
- ⚙️ Python automation pipelines that reduced manual review effort by 70%
- 🔬 Structured evaluation across 5,000+ test cases on production LLM output
- 🏥 Shipped a multilingual medical triage assistant — English, Hindi and Kannada, voice in and voice out
- 🏏 ML pipeline over 278,205 ball-by-ball IPL deliveries
Languages: Python · TypeScript · SQL
Generative AI & NLP: RAG · LangChain · LangGraph · AI Agents · Semantic Search · Embeddings · Sentence Transformers · LLM Evaluation
ML & Data: Scikit-learn · XGBoost · Pandas · NumPy · TensorFlow · Keras
Backend & Data Stores: FastAPI · Django · PostgreSQL · SQLAlchemy · FAISS · ChromaDB
LLMs: Llama 3 · Groq · Claude · GPT-4 · Gemini
Infrastructure & DevOps: Docker · Kubernetes · Terraform · GitHub Actions · Prometheus / Grafana
Tools: Git · React / Next.js · Streamlit · HuggingFace Transformers
| Project | Description | Stack & Links |
|---|---|---|
| VaidyaAI | Medical triage by voice in English, Hindi or Kannada — RAG-grounded, with an escalation-only risk rule so a stored severity never silently downgrades | LangChain · Groq · FAISS · Whisper · FastAPI 🌐 Live · 💻 Code |
| DeployPilot | Self-healing deployment control plane for Kubernetes — releases are watched through rollout, and a failed health gate rolls back and files an incident | FastAPI · Next.js · Kubernetes · Terraform 💻 Code |
| SafeConnect | Multi-tenant trust & safety console — risk-ranked moderation queue, role-based permissions, immutable audit trail | Django · DRF · PostgreSQL · React 🌐 Live · 💻 Code |
| ReAdmitAI | 30-day hospital readmission risk over a synthetic 5,000-encounter cohort — imbalance-weighted XGBoost with per-patient SHAP explanations and a recall-tuned decision threshold | XGBoost · SHAP · Streamlit · PostgreSQL 💻 Code |
- 💼 LinkedIn: https://linkedin.com/in/dhruv-pachori-a23671275
- 📧 Email: dhruvpachori17@gmail.com
I build systems that admit what they don't know. A confident wrong answer costs more than no answer.