Milan Bins Mathew

Archive / 4 projects

Work

An archive of what I have built. Each entry lists the stack it runs on and links to the code where it is public.

AI systems

3 of 4 projects

2026 / AI systems

Birchpoint

Financial Analysis AI

Open-source local Financial Analysis AI for Indian filings (BSE/NSE). Combines Visual AI (ColPali), Temporal GraphRAG, and a LangGraph multi-agent team to read complex PDFs and answer financial questions offline. Runs llama3:8b natively on Apple Silicon via Ollama, 100% private, no Docker, no cloud.

  • LangGraph
  • RAG
  • Ollama
  • ColPali
  • Chainlit
  • Python

2022 / Platform engineering

LayerX

AI Data Annotation Platform

End-to-end training-data platform for ML teams: image & video annotation, task management, dataset versioning, augmentation, and one-click export. Built during the Continental defect-detection project, Angular frontend, NodeJS + Python (Flask) backends, MongoDB, Dockerized deploy.

  • Angular
  • NodeJS
  • Python
  • MongoDB
  • Docker
  • Computer Vision

2023 / AI systems

Banana Ripeness Classifier

Deep-learning pipeline that classifies bananas into Unripe / Midripe / Ripe / Overripe across 350+ images. CNN feature extraction (ResNet-50, VGG-16) feeding classical ML heads (Logistic Regression, SVM, KNN, Naive Bayes), best combo: VGG-16 features + Logistic Regression.

  • ResNet-50
  • VGG-16
  • scikit-learn
  • Logistic Regression
  • Jupyter