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Portfolio

Projects

A collection of products, research prototypes, and open-source tools I have built across AI safety, compliance, and developer infrastructure.

Attestix: attestation infrastructure for AI agents, 47 MCP tools, 9 modules, W3C VC data model

Agent identity

Active

Attestix

Open-source (Apache-2.0) core for AI agent identity, verifiable credentials, delegation chains and hash-chained audit evidence. 47 MCP tools and verifiers in Python, JS, Go, Rust, Java and R, producing compliance evidence for EU AI Act requirements.

PythonMCPEd25519+4

Workshop paper

Accepted

Unreliability or Disagreement?

What an interpercentile decomposition of multi-turn evaluation results can and cannot show. Accepted as a poster (non-archival) at the NeurIPS 2026 Trust-AI-Eval workshop.

PythonEvaluation
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Biosecurity

Prototype

synth-attest

Open, vendor-neutral verifiable-identity and tamper-evident audit layer for biosecurity, sitting on top of DNA-synthesis sequence screening. Personal project, Apache-2.0.

PythonLaTeXAWS+1
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Identity Control Arena figure: monitor discrimination gap across four evaluation acts, behavioural versus context-enriched monitor

AI control

Hackathon

Identity Control Arena

ControlArena setting for identity-delegation attacks, built at the AI Control hackathon in Mar 2026.

PythonClaude APIControlArena
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EM mask-vs-erase viewer: per-organism misalignment rates recomputed from raw judge labels

Evaluation tooling

Live

EM mask-vs-erase viewer

Interactive viewer that lets readers audit reported emergent-misalignment rates. Click any reported rate to read the generations behind it, with each judge's vote.

HTML
Read more Code Viewer
VibeMCP documentation home: token-optimised MCP server for Gmail and Microsoft 365

Developer tools

Active

VibeMCP

Token-optimized unified MCP server for Gmail and Microsoft 365. One server, two ecosystems, half the tokens. TOON format for efficient AI agent communication.

TypeScriptMCPGmail API+3
Read more Code Live

Open-source evaluations

Merged

inspect_evals contributions

Upstream fixes to the open evaluation suite used by the UK AI Security Institute. A seeded answer-choice shuffle so every GPQA build is the same exam, and an IFEval install fix.

PythonInspect AI
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Taxonomy figure: emergent misalignment versus behavioural collapse as two fine-tuning failure modes

AI Safety

Active

Emergent Misalignment Research

Sole-author BlueDot Impact sprint study of which fine-tuning domain drives behavioural drift at 7B scale, scored by LLM judges. Manuscript.

PythonPyTorchQLoRA+4
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AI/ML

Active

UpdataMind

6 AI career tools built for the Anthropic Opus 4.6 Hackathon 2026. Resume analysis, interview prep, skill gap detection, and career roadmap generation.

TypeScriptNext.jsClaude API+1
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AI Safety

Active

AI Safety Intelligence Platform

AI safety intelligence and talent-routing platform that catalogues organisations, researcher profiles, opportunities and papers, served through hybrid search, a dashboard and an MCP server.

PythonMCP
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Multi-Agent Systems

Swarms Framework

Open source contributor to multi-agent orchestration framework. Refactored model interaction layer with LiteLLM, resolved Pydantic v2 bugs, and built 4+ agentic solutions.

PythonLiteLLMPydantic+1
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Cont & Kukanov SOR Backtest

Algorithmic Trading

Cont & Kukanov SOR Backtest

A quantitative finance research project implementing advanced algorithmic trading strategies. Focuses on order execution optimization across multiple trading venues using mathematical modeling.

PythonNumPyPandas+4
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Archive

Earlier work

Projects from before my current research and product work.

CodeSage

Developer Tools

CodeSage

A developer productivity tool leveraging static code analysis and machine learning to enhance software quality. Integrates with development workflows to provide intelligent code review assistance.

PythonFlaskAST+5
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DharaLink

Agriculture Tech

DharaLink

A comprehensive agricultural technology platform connecting farmers with modern IoT infrastructure and data analytics to transform traditional farming practices across India.

ReactTypeScriptTailwind CSS+4
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HealthFraudMLChain

AI/ML

HealthFraudMLChain

Healthcare insurance fraud detection using an Optuna-tuned ML ensemble with SHA-256 blockchain audit trails and ECIES encryption, achieving F1 = 0.7345 on 5,410 Medicare providers.

PythonXGBoostLightGBM+5
Read more Code Live
ChainCore

Blockchain

ChainCore

A comprehensive web application showcasing enterprise blockchain infrastructure capabilities. Designed for developers and businesses exploring distributed ledger technology solutions.

ReactTypeScriptTailwind CSS+4
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Cosmic Defender

Game Development

Cosmic Defender

An immersive browser-based space exploration game featuring asteroid navigation, combat mechanics, and power-up collection systems. Demonstrates advanced web graphics programming capabilities.

Three.jsJavaScriptWebGL+5
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CryptoChatAssistant

Cryptocurrency

CryptoChatAssistant

A sophisticated cryptocurrency management platform offering comprehensive market analysis tools. Features advanced portfolio tracking, voice commands, and financial data visualization for digital asset investors.

ReactTypeScriptTailwind CSS+3
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QuantumWaste

Quantum Computing

QuantumWaste

An advanced materials research platform applying quantum computing principles to polymer science. Integrates computational chemistry with environmental sustainability for waste management solutions.

ReactFlaskThree.js+4
Read more Code
Urban Soundscape Harmonizer

IoT

Urban Soundscape Harmonizer

A comprehensive IoT simulation platform for environmental monitoring across major Indian metropolitan areas. Built with modern web technologies and time-series databases for scalable data processing.

ReactFastAPIInfluxDB+4
Read more Code