2026
Built at work · pilot
Collections Prioritization model
An XGBoost model that ranks overdue loan accounts by recovery likelihood, with an interpretable scorecard benchmark and LLM-written segment reports.
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
Live demo
Multi-Tenant Agentic Support Platform
An async, multi-tenant customer-support platform: email and web chat feed a LangGraph supervisor with RAG, vision, action and escalation agents.
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.
2026
Built at work
Credit Helper Agent & policy assistant
Multi-agent RAG for credit and policy questions at AYE Finance, with guardrails, private document chat, 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
Study
Credit Scorecard & Survival-Causal Study
An interpretable WOE/IV credit scorecard benchmarked against gradient boosting, plus survival and causal analysis of time-to-default on a public lending dataset.
2026
In progress
DataFlow
A metadata-driven ETL framework that compiles YAML pipeline definitions into DuckDB, Polars or Spark jobs.
2025
Academic project
StudyForge — Agentic Document Intelligence Platform
A two-service document platform with RAG chat, YouTube-to-notes and text-to-slides, routing inference across Groq and self-hosted NVIDIA NIM.
2026
Workshop entry
AYE-SOLATION
A workshop entry for the AWS Agentic Football Cup, built with Bedrock AgentCore and the Strands Agents SDK.