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Lab

Experiments, side-quests, and research that didn't fit into a product brief. I build things here to figure out how they work.

Projects

PERSONAL PROJECT

Siddhi — Personal AI OS

Self-hosted multi-agent orchestration system running on a Raspberry Pi 5 (16GB RAM, 512GB NVMe). Designed for life admin, finance tracking, and relationship management. Gmail API integration live. Local-first architecture — no cloud dependency for sensitive data.

STATUS · ACTIVE · GMAIL API LIVE

IN PROGRESS

Manufacturing Operations Digitisation

Digitising a 20+ year family-owned furniture manufacturing business — building a digital product catalogue, CRM pipeline, and customer journey map from scratch. Live case study in applying AI-assisted operations to a traditional SME with no prior digital infrastructure.

STATUS · IN PROGRESS

CO-FOUNDED STARTUP

Brainchain

Visual prompting dashboard with tier-based trust architecture for professional networking. 2 patents filed (Mar 2024): Visual Prompting Dashboard System; Tier-Based Networking System.

STATUS · ACTIVE

RESEARCH

Pharmaceutical Sales Analytics

IEEE publication, Jul 2024 — end-to-end pipeline using Power BI + Python to model pharma sales velocity and territory performance across regions.

STATUS · PUBLISHED · IEEE

OPEN SOURCE

MetaGraphX

Scalable Meta-Adaptive GNN framework extending the MetaGAT research — designed for multi-relational knowledge graph learning at scale.

STATUS · GITHUB

OPEN SOURCE

KGAT Recommendation

Knowledge Graph Attention Network implementation for collaborative filtering and recommendation systems — clean re-implementation with documented ablations.

STATUS · GITHUB

CONSULTING

Quantum IDS

Quantum Intrusion Detection System using Quantum SVM + VQC (Qiskit + PennyLane). Benchmarked against classical ML baselines on NSL-KDD and UNSW-NB15 datasets.

STATUS · COMPLETE