Aatmaj Amol Salunke

GSoC 2026 with ML4SCI Image credits: Google Summer of Code, ML4SCI During the summer of 2026 I worked with Machine Learning for Science (ML4SCI) as a Google Summer of Code contributor, on the DeepLense team. My project was Agentic AI for Autonomous Gravitational Lensing Simulation Workflows — building AI agents that can run the machine-learning research loop themselves, rather than being one more model inside it. This post covers what I built, what the results were, what didn’t work, and what’s left. The...

A Connection Pooling Deep Dive The Problem That Started Everything Picture this: You’re running 100 identical threads, all hammering your PostgreSQL database with overlapping operations — commits, logs, fetches, updates. Your first instinct might be simple: “Let’s just share one connection!” or “Give each thread its own connection!” Both approaches lead to disaster. Here’s why, and how connection pooling saved our application. Part 1: The Single Connection Trap 🚫 When we first approached this problem, ...

Nurturing Passion for Data Science through Collaboration and Innovation “Learning is the gateway to transformation, and a collaborative environment fuels the flames of innovation.” I wanted to take a moment to express my heartfelt gratitude for the incredible internship opportunity in the Data Science domain at Oasis Infobyte. It has been an enlightening and transformative experience, and I am immensely thankful for the chance to be a part of your esteemed organization. Throughout the internship, I had ...