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Projects

2025

Building a digital twin of an Investment Committee
·1496 words·8 mins
I built an AI powered digital twin of an investment committee where different financial experts debate and analyze investment opportunities.
Building a digital twin of a Virtual Research Lab
·1162 words·6 mins
I built the digital twin of a virtual research lab where AI agents role play as different scientists. Here’s how it works and what I learned.
Self Hosting services
·693 words·4 mins
My self hosted setup without trying to become a sysadmin.

2024

AI in Finance Workshop with a live demo
·292 words·2 mins
Artificial Intelligence Applications in Financial Services with a demo on Local LLM Invoice Processing with Automated Billing Code Assignment
Project: Using LLMs to Identify Harmful Thinking Biases
·507 words·3 mins
Exploring how large language models can help identify harmful biases in our thinking patterns to improve decision making

2023

Deep Down into Shrimp Domain, Three Weeks in Andhra Pradesh
·693 words·4 mins
In June 2023, I spent three weeks deep down in the shrimp industry in Andhra Pradesh - what I learned

2022

2022 - The year of my Azure certifications
·270 words·2 mins
I wanted to get good at Azure that I was using at work and decided to upskill and do a certification journey.

2021

A-B Testing in Cell Biology
·756 words·4 mins
A-B testing methodology applies to cell biology research through a detailed example of studying calcium channel blockers using fluorescent microscopy. This post covers statistical foundations, experimental design, and data analysis for quantifying drug effects on cellular calcium dynamics.

2020

Publications
·103 words·1 min
My list of publications

2019

Cell Shape Analysis Using Voltage Sensors and Microfabricated Substrates
·185 words·1 min
Investigating cellular morphology through microfabricated substrates and voltage sensor analysis