2026
In production at work
Operations dashboard
A live KPI dashboard for branch, zone and state operations at AYE Finance: React on the front, FastAPI and PostgreSQL behind it.
projects
Things I've built
Projects across software, data, AI, infrastructure and the occasional hardware-adjacent experiment. The write-ups focus on decisions, trade-offs and what actually broke.
2026
Built at work
Internal policy assistant
A RAG assistant for internal policies at AYE Finance, with department-scoped retrieval, private document chat, an admin portal and desktop and WhatsApp clients.
2026
In progress
Vintage ML Compressor
A JUCE audio plugin with a hardware-style UI, C++ DSP and an ML layer that recommends settings instead of processing audio.
2026
Live demo
LoanRoute Pipeline
Prioritises loan applicants with an XGBoost model and explains each ranking with SHAP.
2026
In progress
DataFlow
A metadata-driven ETL framework that compiles YAML pipeline definitions into DuckDB, Polars or Spark jobs.
2025
Academic project
StudyForge AI Service
An academic project: a FastAPI service for AI-assisted studying, backed by Groq-hosted Llama, Supabase pgvector and S3.
2026
Workshop entry
AYE-SOLATION
A workshop entry for the AWS Agentic Football Cup, built with Bedrock AgentCore and the Strands Agents SDK.