I build the analytics and AI systems behind 10 Minute School — Bangladesh's largest edtech, serving 2M+ monthly learners.
- 🔭 Building the intelligence layer of TenTen — RAG retrieval, semantic search, long-term memory & evaluation loops behind an AI learning assistant
- 🤖 Shipping internal agents at Origin Labs — a Data Agent that turns plain questions into governed BigQuery SQL, and a QC Agent that made content QC 19–23× faster
- 📊 5+ years of BI — BigQuery warehouse stewardship, Looker/Metabase dashboards, lead automation & ML lead scoring
- 👩🏫 Teaching Python for AI/ML at SheSTEM — mentoring women entering STEM
- 🌱 Currently exploring local LLMs, fine-tuning & agent evals
- 🤝 Open to collaborating on AI agents, data tooling & edtech analytics
- 📫 Reach me: uttamdeb670@gmail.com · uttamdeb.com
| Project | The gist | |
|---|---|---|
| 🧠 | TenTen | Integrated AI learning ecosystem — 17 agents across 6 surfaces (chat, live classes, exams, quizzes…). I own retrieval, memory & evals. |
| 📊 | Data Agent | Natural language → SQL → BigQuery, answered on web, Slack & Google Chat — with saved, refreshable dashboards. |
| 📈 | FitBit Fitness Tracker Analysis | Kaggle case study — turning wearable health data into business recommendations for Bellabeat. |
| ✅ | QC Agent | OCR + rules pipeline (Apps Script + n8n) for MCQ/PDF content quality control. |
| 🌍 | Encarta | An interactive world-culture atlas for curious learners. |
| 🖥️ | uttamdeb.com | My portfolio — case studies, experience & writing. |
- AI Voice Agents — The Story of Two Approaches · architecture notes from building speech agents (Medium, 2025)
- Need for Speed — Why Your Website's Speed Matters · measuring web performance (Medium, 2024)
- How to Analyze Web & App Traffic with GA4, BigQuery and Looker Studio · the pipeline guide (Medium, 2023)
- More case studies →
Data & Warehouse
AI / ML
BI & Product Analytics
Languages & Scripting
BI / Data Certifications
“Data stories that become product decisions” — the test every dashboard, pipeline, and agent here has to pass.
