About
I am an AI Engineer focused on Legal AI with a background in Software Enigneering at Microsoft. I like turning bold ideas into working products, especially at hackathons. Off work I am a gamer and football fan who flies drones when the weather is kind. I travel when I can and have a soft spot for sci-fi and space.
Work Experience
- Designed and implemented a Generative Grid like this for dynamic data extraction from 30+ legal documents using Agentic RAG.
- Productionized a multi-agent Copilot for legal research, capable of deep reasoning, synthesis, and answering questions across multiple documents.
- Engineered a modular LangGraph-based contract analysis workflow, achieving a 50% improvement on internal evaluation metrics for parsing, assessing, and redrafting legal clauses.
- Productionized a scalable RAG ingestion pipeline that accurately handles OCR, chunking, data extraction and vectorization.
- Architected scalable ML infrastructure on Azure for high-throughput, multi-tenant document processing and observability.
- Redesigned a mission-critical deployment system, eliminating architectural bottlenecks in deployment checks and VPN authentication flows, accelerating large-scale deployments by 81.6%.
- Executed a high-stakes infrastructure overhaul for a leading telecom, mitigating failure risks for millions of users across 1000s of production VMs.
- Resolved 12+ high-priority production defects over 8 months with durable, root-cause-level fixes.
- Spearheaded bi-quarterly product releases, coordinating cross-functional delivery to enterprise customers and internal stakeholders.
- Maintained 99.999% system availability by triaging and resolving daily production issues and CVEs with an 11-member team.
- Designed and implemented a Python-based testing framework for a Microsoft-patented cloud diagnostics uploader written in Rust. The solution was delivered to AT&T as part of a Microsoft-AT&T deal.
- Shipped a feature for executing MATLAB scripts in C++ software, boosting performance by 10x for particle accelerator data analysis.
- Led the open-sourcing of RAT, transforming a specialized scientific tool into modern, maintainable software.
- Co-authored a toolbox for analyzing neutron reflectivity data, supporting multi-contrast fitting and custom layer models.
Education
- Recognized as UK's Top 10 Undergraduate of the Year 2023 in Software Engineering.
- Designed and trained a GAN model on a GPU Cluster using PyTorch, capable of generating realistic humans with a given clothing item, surpassing State-Of-The-Art models on most benchmarks.
- Developed a novel diffusion model by fine-tuning a Stable Diffusion v2 model to generate realistic humans with clothing based on text input using ControlNet.
Check out my latest work
I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.
Markdownify
Convert documents, images to high-quality Markdown using Vision LLMs. Built for RAG ingestion pipelines.
Genius Minds
Talk to historical figures like Albert Einstein using voice or text - literally call them, chat, create group discussions, and export customizable AI-generated notes .
FactCheckX
FactCheckX is a Chrome extension that instantly fact-checks your Twitter/X feed with a single click, providing real-time verification along with Deep Research capabilities using Perplexity.
Cryptopia
Agentic Web3 wallet that performs complex blockchain transactions, mints custom AI-generated NFTs, identifies whale buy/sells, and features Computer Use capabilities.
I have won 8+ hackathons since my university days. People from around the country would come together and build incredible things in 1-2 days. It was eye-opening to see the endless possibilities brought to life by a group of motivated and passionate individuals.
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🏆 Sensay EdTech Breakthrough Hackathon
Online
Third Place - Issued by Sensay Labs - Developed innovative educational technology solutions during the Sensay EdTech Breakthrough Hackathon. - �
🏆 ETHGlobal Agentic Ethereum 2025
Online
Winner - Cryptopia, an agentic Web3 wallet that acts as a wrapper over Web3 expertise, making it easier for Web3 newbies to navigate the space easily. - �
🏆 Encode AI Hackathon London 2023
London, UK
Second Prize - Developed a fun interactive mobile app that lets you experience the thrill of fame with a virtual audience ready to cheer you on, make fun of you, or be there for you, simulating the real internet audience. - �
🏆 ETHGlobal London 2024 Hackathon
London, UK
Second Place in Filecoin category - A personal decentralised file storage platform where you can upload your personal files and be able to find/chat to them. All while being on blockchain for extra security and availability. - �
🏆 Databricks Hackathon 2023
Online
Honourable Mention - Built a Chrome extension that revolutionizes the process of understanding large codebases by utilizing AI to analyze codebases. Made with React.js, LangChain and Python. - �
🏆 Cinetig Hackathon 2023
Pontypridd, Wales, UK
Winner - Designed a new section for the Transport for Wales app that enables users to report anti-social behavior in and around stations and get help wherever. Additionally designed an AR-based station navigation system specifically designed for people with disabilities, providing real-time guidance to visually impaired users. - �
🏆 Hack the Diff 2023
Cardiff, UK
Winner - Created a streamlined donation platform that facilitates effortless donations with minimal clicks. Organized by Mind charity. - �
🏆 Cardiff NLP Hackathon 2022
Cardiff, UK
Winner - Created a web application that allows you to ask question about an Excel sheet allowing for faster analysis.
Research & Publications
Research publications and academic contributions in AI and software engineering.
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Reflectivity Algorithms Toolbox for RasCAL
Co-authored a software toolbox for analyzing neutron reflectivity data at Science and Technology Facilities Council (STFC). The open-source toolbox helps researchers analyze non-polarized neutron reflectivity data.
Speaking & Talks
Tech talks and speaking engagements on AI and software engineering topics.
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AI Camp London: GraphRAG
Delivered a comprehensive tech talk to over 100 attendees at AI Camp London on GraphRAG - knowledge graphs for improved retrieval-augmented generation. Covered implementation strategies and real-world applications. - C
Cillers Podcast
Guest appearance on Cillers Podcast discussing the intersection of AI and software engineering, sharing insights on transitioning from traditional software development to AI engineering roles.
Awards & Achievements
Notable achievements and recognition in technology and academia.
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HuggingFace Model Contributions
Fine-tuned 15+ Large Language Models specializing in medical symptom detection from scans and multilingual language teaching. Contributed specialized models to the open-source AI community through HuggingFace platform. - O
Open Source Contributions
Contributed to various open source projects in the AI/ML ecosystem, with focus on LangChain, PyTorch, and transformers libraries. Active maintainer and contributor to multiple repositories. - U
Undergraduate of the Year 2023 Nominee
Nominated as the one of the Top 10 UK's Undergraduate of the Year 2023 in Software Engineering for academic excellence in Computer Science and outstanding achievements during my undergraduate studies.
Professional Endorsements
Genuine endorsements from my previous managers.
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