Lead AI Engineer · London
Abd Bastola.
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Nothing has been lost: this page, its URL and its content are intact. Everything the site contains — the CV, every article and case study, the repositories and the contact options — is ordinary readable HTML inside the world's own panels.
A selection of engagements and systems across enterprise AI assistants, GraphRAG platforms and applied research. Client names and commercially sensitive detail are anonymised; each case study covers the problem, my role, the approach and what was learned.
An enterprise AI assistant that helps teams find, understand and use trusted organisational knowledge.
Led delivery of a GraphRAG and document-intelligence platform that turns complex, unstructured learning content into connected, searchable knowledge.
An AI-driven approach to reduce RAN energy consumption while maintaining service quality.
Each engagement is different, but the shape of the work is consistent: understand the business problem, pressure-test the data, design the smallest reliable system, instrument everything, and agree how success will be measured before the first model is chosen.
Agents, GraphRAG experiments, reinforcement learning for RAN and automation tooling — all public on GitHub.
Conduct-style change assurance layer with LangGraph orchestration and policy governance.
View repositoryProduction-shaped ACL GraphRAG interview demo (NTT DATA Option 1).
View repositoryAI reference-based ranking video generation platform — Tech Europe hackathon build.
View repositoryAG-UI hackathon project — an AI study companion (edumate).
View repositoryPensionOS — Python build exploring pension domain workflows.
View repositoryRelay service experiments in Python.
View repositoryDQN agent that switches 5G cells on and off, using energy efficiency as the reward signal.
View repositoryPPO (actor-critic) reinforcement-learning agent for Advanced Sleep Mode in RAN.
View repositoryDeep learning on 3D meshes — research notebooks and models.
View repositoryCNN / YOLOv7 computer-vision experiments.
View repositoryPre-processing and decimation pipelines for 3D datasets.
View repositoryFoundations of machine learning on numerical datasets.
View repositoryReport-processing automation built for Freshwave.
View repository