---
title: "Peyali Chakraborty - Postgraduate Researcher (Quantitative Modeling & Computing) in Bengaluru | Tal"
description: "Meet Peyali Chakraborty, MSc Mathematics | Quant Researcher & Software Engineer | Specialist in Algorithmic Optimization, Stochastic Modeling & Scalable AI | Python • C++ • AWS • SQL based in Bengaluru. AI stack includes gemini, hugging face, and langchain. Explore public work links including githu..."
image: "https://tal.club/meet/peyali-chakraborty/share-image"
---

# Peyali Chakraborty on Tal

## Headline

MSc Mathematics \| Quant Researcher & Software Engineer \| Specialist in Algorithmic Optimization, Stochastic Modeling & Scalable AI \| Python • C\+\+ • AWS • SQL

## About

I am a postgraduate professional with an M\.Sc in Mathematics, specializing in bridging the gap between high\-level theoretical frameworks and production\-ready engineering solutions\. My expertise lies at the intersection of Quantitative Research, Algorithmic Design, and Scalable Systems\. With a strong foundation in Stochastic Modeling and Numerical Analysis \(Runge\-Kutta, Euler methods\), I build technical prototypes that solve complex optimization problems\. I am focused on ensuring that mathematical models are not just theoretically sound but computationally efficient and deployment\-ready\. Technical Core: Quant Research: Stochastic Modeling, Time Series, Statistical Foundations, Numerical Methods\. Engineering: Python \(NumPy, SciPy\), C\+\+, SQL, Algorithmic Design \(DSA\)\. Infrastructure: Data Engineering on AWS, Scalable AI, Performance Profiling\.

## Location

Bengaluru

## AI stack

gemini

hugging face

langchain

openai

## Work experience

Postgraduate Researcher \(Quantitative Modeling & Computing\) at Arya Vidyapeeth College, Aug 2023 \- Jul 2024 · 1 yr, Guwahati, Assam, India, Quantitative Modeling: Engineered and benchmarked numerical solvers for differential equations \(RK4/Euler\), improving computational stability for high\-dimensional datasets\. Software Engineering: Developed modular technical prototypes in Python and C\+\+, utilizing version control \(Git\) to bridge abstract mathematics with scalable applications\. Performance Optimization: Conducted rigorous profiling of algorithms, focusing on memory management and efficiency—critical for high\-frequency trading and large\-scale systems\.

## Education

Master's degree in Science, Mathematics, Gauhati University, Guwahati

Bachelor of Science, Mathematics, Handique Girl's College

## Public links

- github: https://github\.com/PeyaliChakraborty

[View the original profile](https://tal.club/meet/peyali-chakraborty)

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