AI Research Engineer working across knowledge graphs, retrieval systems, disinformation ML, and LLM inferencing, with applications in healthcare and defence. MSc Data Science with Distinction, University of Birmingham. Currently building AI systems at Valent in London. Unicorn Mafia Hackathon winner. I play chess and have a serious interest in fashion design, two disciplines that, like AI, reward both intuition and rigorous thinking.

graphify - AI coding assistant skill that turns any folder of code, docs, papers, images, or video into a queryable knowledge graph. Works with Claude Code, Codex, Gemini CLI, Cursor, Aider, Kiro, and 10+ more. 71.5x fewer tokens per query vs raw context.

Went viral 48 hours after Andrej Karpathy posted his LLM Knowledge Bases workflow. Covered across LinkedIn, Instagram, TikTok, YouTube, Medium, Analytics Vidhya, Towards AI, and blogs — all organic.

LinkedIn

• Graphify Reduces AI Token Usage by 71.5x · Aditya Prasad
• Andrej Karpathy's Dream Tool: Graphify for Claude Code · Eric Vyacheslav
• Applying LLMs to Incident Response with Graphify · Sylvain Kalache (real SRE use case)
• Graphify Review: 7.3x Fewer Tokens · Bharat Suneja
• Graphify: Andrej Karpathy's Knowledge Graph in One Command · Ray Wang

Instagram & TikTok - reels reaching 50K+ likes on a single post

YouTube - 10+ independent tutorials including:

• This Tool Fixes AI Coding at Scale with 70x Fewer Tokens
• Graphify + Claude Code: The Solution For Big Repos
• Graphify: Instant Knowledge Graph for Claude Code/Antigravity
• Claude Code + Graphify = Local RAG (Unlimited Memory)
• Antigravity + Graphify: Free Tool Makes Google Antigravity 10x Smarter
• OpenCode + Graphify: Stop Wasting Tokens

Articles - 12+ independent pieces:

• How to Use Graphify: Turn Any Folder Into a Knowledge Graph · Ana Bildea, Agentic Builders

• Stop Wasting Tokens: My 71.5x Cheaper Claude Code Workflow · Level Up Coding

• Supercharging Claude Code DX: Solving Context Bloat with Graphify · Renjith Ravindranathan

• From 0 Insight to Infinite Connections: How Graphify Rewires Your Knowledge · Towards AI

• Graphify: Build a Knowledge Graph From Your Entire Codebase · Mustafa Genc, GoPenAI

• From Karpathy's LLM Wiki to Graphify: AI Memory Layers · Riya Bansal, Analytics Vidhya

• Graphify vs. Caveman: Two Tools That Make AI Coding Assistants Smarter · Soumil Shah

• Rootly AI Labs built rootly-graphify-importer - turns Rootly incidents, alerts, and teams into a queryable knowledge graph using graphify

Press: Analytics Vidhya · Towards AI · AI in Plain English · LinkedIn Pulse · Hacker News

The Memory Layer - a book on building persistent memory for AI agents using knowledge graphs. How graphify works under the hood, and how to design memory systems that grow smarter over time.

MICAD 2025 · Oral Presentation · Springer LNEE

• Multi-Modal Knowledge Graph-Augmented Retrieval for Explainable Mycetoma Diagnosis
• Multimodal Deep Learning Framework for Mycetoma Classification integrating Vision Transformers, Medical Language Models, and Transfer Learning

• AI Research Engineer, Valent (Jan 2026 - Present)
• Graduate Researcher, Institute for Data and AI, University of Birmingham (Jul 2025 - Sep 2025)
• AI Engineer, SWAWE (Feb 2024 - Jan 2026)

MSc Data Science (Distinction) · University of Birmingham · 2025
Thesis: Knowledge-Graph-Based Hybrid RAG System for Academic Search

Knowledge Graphs · Retrieval-Augmented Generation · Explainable AI · Medical AI
Multi-modal Deep Learning · Defence Tech · Online Manipulation & Disinformation