Aniket Dash

Machine Learning · Data · Music Production

My work aims to develop multimodal AI systems that learn from images, language, and sound to create more natural and connected intelligence.

News

Sep 2025 — New edition on Geophonic : Getting Started with LangGraph, Ollama and Agentic workflows.
Sep 2025 — Deployed ChangeSense v2 with automated CI/CD using Docker and GitHub Actions.
Aug 2025 — New edition on Geophonic : Understanding Cloud Native Geospatial Data
June 2025 — New edition on Geophonic : Mapping the Politics of Water

Recent Projects

ChangeSense

Building Instance Segmentation and Reporting

ChangeSense is an instance segmentation model designed to detect and report changes in buildings or manmade structures in satellite imagery over time.

[Code] [Paper]

Fine-tuned YOLOv8
Flan-t5 model for natural language reporting.

ResearchGraph

Research Paper Assistant

ResearchGraph is an AI-powered research assistant that helps users explore and classify academic papers and generate summaries using LLMs and NLP techniques.

[Code]

Retrieval Augmented Generation (RAG)
LangGraph

More work..