Engineering Lead · AI Platforms & Infrastructure · Applied AI Systems
I build AI products and enterprise platforms that improve quality, reduce operating costs and make delivery repeatable. NVIDIA program acceptance: 40% to 95%. Manual technical checks: approximately 90% lower. Dumroo inference costs: 50% lower.
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Engineering Lead at Agents Only Technologies (part of TP.ai Data Services). I lead platform delivery for AI evaluation, media collection, annotation, QA, and operations supporting programs for NVIDIA, ByteDance, and Google. Previously a Technical Lead at TheAgentic AI and Dumroo.ai, Head of AI at CodeSpaze, and ML Engineer at Omdena. I turn program requirements into reusable systems with measurable improvements in acceptance, review effort, and reliability. Indian Institute of Technology Kharagpur (IIT Kharagpur) — Technology & AI Leadership, Partha Ghosh School of Leadership (2026–2027, in progress). Focus: AI Strategy, Technology Leadership, Responsible AI, Governance & Risk, and Digital Transformation. B.Tech in Computer Science & Engineering, Sagar Institute of Technology & Management (2023). |
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- Engineering Lead at Agents Only Technologies — building MediaHub (10,000+ contributors across projects in 2026) and AI Arena for enterprise AI data and evaluation programs
- MediaHub — configurable media validation and QA raised acceptance from 40% to 95% on NVIDIA programs and removed approximately 90% of manual checks
- AI Arena — 6,000+ candidates across model comparison, GMR, medical, coding and STEM assessments in 2026, with controlled access and structured scoring
- HumanizingLabs — a multi-agent research system across 31 knowledge domains, with sourced memory, structured debate and auditable reports
- Previously built an RCA investigation platform at TheAgentic AI connecting service topology, telemetry, code, Notion, Grafana, Slack, GitHub, Prometheus, and Jira to route evidence-backed likely causes to human owners
| Work | Business outcome | Engineering depth |
|---|---|---|
| MediaHub | NVIDIA program acceptance rose from 40% to 95%; manual technical checks fell approximately 90% | Configurable validation, background processing, project-scoped access, reviewer queues, retries and recovery |
| Prometheus RCA | Connected fragmented incident evidence into investigation and postmortem workflows | Alert correlation, service topology, hypothesis comparison, engineer clarification, workspace isolation and controlled publishing |
| Dumroo 2.0 | 50% lower inference costs; delivery in four weeks; adoption across six US districts and 10+ schools in six months | Semantic caching, model routing, automated onboarding, evaluation pipelines and leadership of 20 engineers |
The portfolio presents the problem, implementation, engineering decisions and results for these projects.
OpenFishh is my open-source multi-agent research platform: sourced claims, confidence scoring, contradiction handling, knowledge graphs and auditable reports. Python FastAPI React SQLite Docker
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AI writing assistant that learns your voice. Builds your voice profile once, writes from it forever. Topic to post in under 3 minutes.
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Legal evidence organization. Collects chats, documents, and financial records into structured case files your lawyer can actually use.
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Production-grade equity alpha system. Automated daily cross-sectional predictions, paper trading, monitoring dashboard, and calibration tracking.
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AI-driven learning & assessment platform for US K-12 schools. Built from scratch in 4 weeks. RAG + Agentic AI workflows powering personalized learning engines.
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AI platform that discovers, matches, and applies to grants, VC funding, and investment opportunities globally.
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Connecting local entrepreneurs with smart investors. Community-driven investment matching platform.
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AI & LLM Systems
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Full Stack
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Data & ML
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Infrastructure
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Databases & BaaS
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Tools & Platforms
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