Biochemistry graduate from Imperial College London, now studying Computer Science & Business Technology and Management at IE University in Madrid.
| Project | What it is |
|---|---|
| Pathout current build |
Evacuation coordination and hazard-aware dynamic routing for complex buildings, combining simulation, replanning and a manager/warden command interface. |
| RepMint 🥇 IE AI Demo Day |
Computer-vision training coach using pose estimation for rep counting, range of motion, tempo and form analysis. |
| Sentinel 🥈 Cursor AI Build Challenge |
Geospatial crisis-navigation platform combining live conflict, aviation and seismic data with AI-assisted crisis guidance. |
| Argo 🥇 Amazon Shipping Industry Challenge |
AI deal desk for Amazon Shipping with deterministic serviceability and pricing, win-probability modelling and automated proposal generation. |
| SEIL 🥈 AstraZeneca × IE Tech Impact Lab |
Governed RAG platform for AstraZeneca Spain's oncology HCP engagement, with compliance-aware routing and demand intelligence. |
| Briefly | Portfolio-aware market intelligence with scheduled briefings, event-driven alerts, deterministic analytics, risk analysis and attribution. |
| Project | What it is |
|---|---|
| atmospheric-intelligence | ML post-processing of ECMWF IFS, ECMWF AIFS and ICON-EU forecasts using meteorological feature engineering, LightGBM and SHAP. |
| SMILES ↔ IUPAC | Bidirectional molecular-name translation using a seq2seq transformer trained on 500K+ PubChem compound pairs with custom tokenisation. |
| Area | Tools |
|---|---|
| ML | Python · PyTorch · scikit-learn · LightGBM · SHAP · MediaPipe |
| Engineering | TypeScript · Next.js · React · FastAPI · Supabase · PostgreSQL · Docker |
| Scientific | RDKit · bioinformatics · structural biology · scientific computing |
| Quantitative | time series · Monte Carlo · DCF / DDM · portfolio analysis |
Education, experience and languages
Education
- IE University, Madrid: Dual Master's in Management + Computer Science & Business Technology, 2025-2027
- Imperial College London: BSc Biochemistry, 2022-2025
Experience
- Equity Research Analyst, Queen's Tower Capital: DCF/DDM modelling, risk evaluation, stock pitches
- Investment Analyst, Stockhub: comparable company analysis, published equity research
- Consulting Associate, Varvara Fashion: AI product strategy, market research, business model development
- Head of Corporate Relations & Education, Imperial College Finance Society: 1,000+ member community
- Sea turtle conservation fieldwork, Archelon Greece: nesting data, field operations, raised €18,000
Languages: English (native) · Spanish (native) · German (advanced) · Russian (intermediate) · French (intermediate)