Experience
Roles and projects across full-stack delivery and data science.
Founder & Full-Stack Engineer
Nexa Nest LTD (UK)
- Founded UK-based software venture
- built Assurenest AI for LLM risk auditing and assurance workflows
- developed browser extension and dashboard for monitoring AI outputs
- implemented hallucination/bias/PII detection pipelines
- deployed backend on GCP Cloud Run and Firebase
- integrated RBAC and audit logging into SaaS dashboard
- prototyped product for Innovator Founder visa pathway
- managed R&D across AI/assurance/data
- designed pricing and product strategy for SME adoption
- produced demos for investors and endorsement bodies
- iterated on compliance and market positioning
- built supporting tooling (CV optimizer
- quant dashboards
- Web3 experiments) to test market hypotheses and engineering capabilities
Full-Stack Developer
Trireme Trading
- Built quant analytics dashboards for crypto factors
- implemented data pipelines in Python and Pandas
- developed browser dashboards using React + TypeScript
- integrated FastAPI backend and Firestore storage
- deployed services using GCP Cloud Run and Docker
- designed system architectures for end-to-end prototypes
- built AI-assurance workflows for LLM outputs
- developed Telegram-based Web3 products with Solana staking and tokenomics
- implemented backend APIs for wallet and NFT logic
- built CV optimization pipeline using PDF/DOCX parsing
- created trading simulations and scenario analyses
- managed product prototyping from concept to deployment
- implemented authentication and RBAC across dashboards and admin panels
- built multi-device UX for research and demo environments