Technical Product Manager (AI) / AI Systems Engineer. I build AI products end to end, from requirements to production.
Now
- Technical Product Manager (AI) at Pockee: built most of Scout, a shopping AI agent with 25 tools over live prices, promotions and purchase history; automated offer extraction and B2B reporting, saving ~3,000 hours/year
- Building fully automated AI systems that generate, distribute and sell digital products (images, video, audio, 3D) with zero manual work
- AthenAIos: talk by text or voice with two characters of 402 BC Athens, one speaking Attic Greek; self-hosted fine-tuned LLM, real-time 3D amphora UI (pre-launch)
Research
- TwinLens: LLM attribution graphs predict interventions poorly (ρ 0.20); restoring two dropped derivatives lifts it to 0.53, replicated on Qwen3 · Paper · Live · Code
- FinTwin: financial digital twin of 390+ US public companies from 15 years of SEC filings, 5,000-path stress tests in the browser, rebuilt weekly at $0 · Paper · Live · Code
- Secured debt and small-firm exit: 13-year panel of 1.5M UK companies; secured lending cuts exit risk 39% · Revise & Resubmit, JICSB
Open source
- 140+ merged PRs: LangChain (87, docs and Redis integration), fairlearn (28), Sentry, DSPy, Scrapy, Dify
- Fix submitted to circuit-tracer, the attribution-graph library · PR
Before
- Adobe Stock: $0 ad-spend generative AI pipeline, 187K+ assets, top 0.5% globally · Profile
- AI R&D Engineer: fully offline voice AI on Raspberry Pi for a children's tutoring toy, built in 30 days
BSc Management Science & Technology, AUEB (2026) · MicroMasters, IIM Bangalore (in progress)