I help organisations turn AI from a slide into a shipped product.
DemeterMárton PhD.
- → ThinkBox — enterprise AI operating layer
- → Wieldy AI — shift planning · email sorting
- → BOSCH — synthetic data customer projects
Academic rigour.Corporate scale.Founder speed.
Enterprise & Corporate Innovation
Stand up AI inside large organisations without breaking what already works. Roadmaps, governance, and shipped pilots — from accelerator funding rounds to production rollouts.
- ▸BOSCH MNXT — €1.6M innovation funding raised
- ▸€300k customer-project income delivered
- ▸L4 ADAS synthetic data · Enterprise workflow AI
Startups & SMBs
Practical AI that fits a small team and a real budget. From the first prototype to a deployed product your customers actually use, with someone who has done it solo.
- ▸Wieldy AI — shift planning & email sorting
- ▸GMK chatbot — 10k+ users onboarded
- ▸ChatBojtár — legal LLM
Founders & Individuals
Sparring on technology choices, product framing, fundraising narratives and where to apply AI without lighting money on fire. Honest second opinions from the trenches.
- ▸Pitch coaching
- ▸Tech due diligence
- ▸Architecture reviews
Six ways I plug in.
AI Strategy & Roadmap
Where AI actually moves the needle for your business — and where it does not. Concrete 90-day plans, not slideware.
Innovation Project Coaching
Run your accelerator submission, internal pitch, or funding round with someone who has won them.
Applied ML / CV Engineering
Synthetic data, computer vision, NeRF / Gaussian Splats, deep learning pipelines, deployed end-to-end.
LLM & Agent Workflows
RAG, vector databases, agent orchestration, governance. Build it once, run it cheaply, keep your data sovereign.
Enterprise AI Platforms
ThinkBox-style AI gateway, connectors, model routing, FinOps and policy — the layer above your existing stack.
Stakeholder & Product Mgmt
Product Owner / Stakeholder Manager work for AI initiatives spanning research, engineering and the customer.
Things I have actually shipped.
From biophysics lab to AI products.
- 2012BSc Biophysics — ELTE TTK
- 2016MSc Biophysics — ELTE TTK
- 2016–24ELTE–MTA EVOLGENOM research group
- 2018PhD candidate — ELTE Physics Doctoral School
- 2020Self-employed AI/CV engineering
- 2022Intrapreneur — founds VANDA inside BOSCH MNXT
- 2024MNXT Seed won — €100k · MNXT A-Fund won — €500k
- 2024MNXT B-Fund won — €1,000,000
- 2024Founder & CEO — Chimera Solutions LLC · €100k seed
- 2025PhD awarded — Biophysics
- 2025–26€300k customer-project income at BOSCH synthetic data
- 2026ThinkBox · Wieldy AI · Enterprise AI consulting engagements
Peer-reviewed where it matters.
Trade-off between reducing mutational accumulation and increasing commitment to differentiation determines tissue organization
How mutation accumulation depends on the structure of the cell lineage tree
Multiple invention reports and ongoing patents
- 2025 — Supabase Denmark hackathon — Research assistant AI pitch
- 2025 — Byborg hackathon — CrAIt pitch
- 2025 — HUN-REN AISymposium — VANDA project stand
- 2025 — BOSCH InnoDay, presentation
- 2024 — BOSCH MNXT B-Funding pitch · €1,000,000 won
- 2024 — ADAS V&V conference, oral presentation
- 2024 — BOSCH MNXT A-Funding pitch · €500,000 won
- 2024 — BOSCH MNXT Seed pitch · €100,000 won
- 2023 — BOSCH Budapest XC-AD Day, oral presentation
- 2023 — BOSCH Germany Synthetic Data conference
- 2022 — 9th OMNeT++ Summit, oral presentation
- 2019 — MBFT Congress of the Hungarian Biophysicist Society (Aug 26–29) — poster
- 2019 — ISEEC, Hinxton (Jul 16–19) — poster + lightning talk
- 2019 — GRC and GRS, Texas (Feb 9–15) — poster
- 2018 — ICMS2018, Edinburgh (Jul 16–20) — poster
- 2018 — SMBE2018, Yokohama (Jul) — selected for poster presentation
- 2018 — RBC2018, Zrece (May 19) — poster presentation
- 2018 — Eötvös Day (May 10) — poster (Best poster award)
- 2018 — EVOLBIOLDAY (Mar 8) — oral presentation
- 2017 — Regional Student Conference (Dec 19) — oral presentation (II. place + Morgan Stanley prize)
- 2016 — MBFT Congress of the Hungarian Biophysicist Society (Aug 22–25) — poster (Best theoretical poster award)
The AI layer
above your stack.
ThinkBox is the secure, vendor-agnostic operating layer for enterprise AI — a gateway, router, policy engine, knowledge layer and FinOps in one, with industry packs from Support Intelligence to Ticketing AI.
Single secure entry point for every model call — auth, routing, audit.
Hybrid local/cloud routing by cost, latency, sovereignty and policy.
Pre-built connectors to ticketing, CRMs, file stores, databases.
Guardrails, PII redaction, role-based access, region pinning.
Governed RAG over your sources — versioned, evaluated, observable.
Per-team budgets, token accounting, chargeback and live cost telemetry.
→ Works with OpenAI, Anthropic, Mistral, local Llama, vLLM
→ Designed for regulated industries — finance, legal, public sector
You bring the
problem.
I bring 10 years of building AI that survives contact with customers, budgets and review boards.