Work
Selected work.
Nine systems across research, software, AI/ML and embedded.
Flagship Research · Distributed AI
STRATON-LLM
Completed system · further validation in progress
An ontology-based communication and semantic negotiation system for heterogeneous intelligent agents that do not share the same terminology or prior knowledge of one another.
View case studyApplied AI · Personalization Platform
DeepFeed AI
Active development
A personalized knowledge-discovery platform combining content discovery, explainable ranking, feedback-driven user modeling, and agentic adaptation.
View case studyOpen Multi-Agent Framework
LATTICE Framework
Design complete — implementation pending (Milestone 0)
An open, domain-agnostic multi-agent framework for decentralized collaboration between specialized autonomous agents.
View case studyGrounded AI · Research Engineering
Research-Paper Deconstruction Agent
Working · 5 of 8 analysis phases implemented
A two-stage system that reconstructs research PDFs into structured Markdown/JSON and runs a LangGraph multi-agent workflow for source-grounded technical analysis.
View case studyConversational AI · Stateful Backend
Agentic Chatbot
Working system
A multi-user conversational AI backend with persistent memory, memory-conflict resolution, streaming responses, LLM self-evaluation, authentication, and distributed tracing.
View case studySoftware Engineering · System Design
Real-Time Collaborative Document Platform
Architecture / portfolio implementation
A collaborative document system designed around multiple users editing shared text in real time while preserving document state across sessions.
ReadRAG · LLM Application
RAG Knowledge Assistant
Pipeline complete, evaluation and chunking tuning ongoing
A Retrieval-Augmented Generation system that ingests documents, builds a vector index, and answers domain-specific questions with cited source passages.
ReadComputer Vision · Embodied AI
Drone Vision & Detection System
Simulation complete, onboard inference optimisation in progress
Real-time object detection and tracking for an autonomous drone platform — YOLO-based inference pipeline optimised for onboard hardware constraints.
ReadReal-Time Systems · Firmware
RTOS Task Scheduler
Scheduler and semaphores complete, deadline monitor in progress
A preemptive task scheduler written from scratch in C for ARM Cortex-M, implementing context switching, priority-based preemption, semaphores, and deadline tracking.
Read