About

Full-stack and data-driven engineer who builds end-to-end systems across AI assurance, quant analytics, and Web3 game mechanics. I combine software engineering with data reasoning and business context, aiming to turn ideas into functioning products rather than theory. My projects mix real-time dashboards, crypto factor models, Telegram mini-apps, AI risk auditing, and product workflows deployed on Firebase and GCP.

I have a strong foundation in Computer Science and Data Science (BSc + MSc), and I’ve spent recent years building products in the UK with a focus on AI, blockchain, and analytics including an AI assurance middleware (Assurenest AI), a Telegram-based Solana GameFi project (HuskyChain), and a crypto factor research dashboard (Trireme Factor Lens). My work tends to sit at the intersection of engineering, research, and product bridging backend systems, frontend UIs, tokenomics or quant models, and technical deployment pipelines. I’m comfortable working autonomously, validating assumptions through prototypes, and iterating toward viability.

Full-stack execution: React + TS + FastAPI + Node + Firebase + GCP Data & modeling: Python, Pandas, simulation, factor modeling, research workflows AI assurance: hallucination, bias, PII, auditability, compliance framing Web3 & incentives: Solana, NFTs, tokenomics, staking, onboarding UX Product & systems thinking: requirements → architecture → deployment → iteration Deployment & infrastructure: Firebase, Cloud Run, Firestore, Docker, CI/CD Rapid prototyping: quickly validating ideas in fragmented or emerging markets

Making hidden systems visible (dashboards, analytics, risk panels, factor models) Reducing onboarding complexity for data, AI, or Web3 workflows Aligning product incentives with technical constraints (tokenomics, UX, compliance) Turning research or theory (quant, ML, assurance) into practical software Building prototypes that de-risk ideas before scaling Integrating multiple disciplines: engineering + data + blockchain + product

Timeline

  1. 2026

    AI Assurance

    Built Assurenest AI — browser extension + dashboard auditing LLM outputs

  2. 2025

    GameFi/Web3

    Built HuskyChain — Telegram/Web3 game with NFTs, staking & token airdrops

  3. 2025

    Quant/Research

    Built Trireme Factor Lens — factor analytics + dashboards for crypto assets

  4. 2024

    Data Science MSc

    Completed MSc in Data Science (research, ML, analytics, pipelines)

  5. 2023

    Product Prototyping

    Built CV optimizer, EPOS system, booking/payment flows, dashboards

  6. 2022

    UK Engineering Track

    Began building portfolio across AI, data, blockchain & cloud projects

  7. 2021

    Computer Science BSc

    Completed BSc in Computer Science (software + systems foundation)