プロフィール詳細

プロジェクトを作成

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Sourjya S.に依頼

India

Freelance Computational Mathematician

プロフィール概要

I’m a research engineer and interdisciplinary technologist, with experience spanning academic research, simulation design, financial modeling, and distributed systems. I specialize in stochastic modeling, machine learning, and full-stack prototyping, and have contributed to peer-reviewed research, patented innovations, and hackathon-winning projects. I recently co-authored a simulation-based study on game-theoretic human behavior, accepted at ISAGA 2025, where I also served as a peer reviewer (currently withdrawn however to publish in journal). My technical expertise includes Python, statistical analysis (NumPy, Pandas, SciPy), Monte Carlo simulations, and Docker-based deployment. I'm actively working on Grass, a holistic credit scoring system using machine learning and the Black-Scholes-Merton model, and Atlas, a developer-friendly multichain infrastructure for decentralized applications. My background blends academic rigour with practical implementation — from building Chrome extensions for accessibility (CS50X final project) to architecting blockchain systems and conducting AWS-deployed simulations. I also hold certifications in Full Stack Development (University of Helsinki) and User Experience Design (Accenture). I'm particularly keen on remote research projects in: Computational social science Quantitative finance & credit modeling Applied game theory Blockchain & distributed systems Accessible technology

専門分野

• ★ Distributed Computing
• ★ Computer Simulation/Computational Modeling
• ★ Game Theory
• ☆ Computer Science
• ☆ Software Engineering
• ☆ Blockchain Technology
• ☆ Software Architecture
• ☆ Data Analysis
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Business Analytics
• ☆ Financial Modeling
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Social Statistics
• ☆ Regression Analysis
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Computational Sciences
• ☆ Computational Mathematics
• ☆ Pure Mathematics
• ☆ Algebra
• ☆ Calculus
• ☆ Mathematical Analysis
• ☆ Geometry
• ☆ Discrete Mathematics
• ☆ Decision Science
• ☆ Statistical Finance
• ☆ Financial Technology
• ☆ Mathematical Finance
• ☆ Data-Driven Decision Making
• ☆ Macroeconomics
• ☆ Microeconomics
• ☆ Business Intelligence

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Technology Scouting, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Algorithm Design-Non ML

Product Development Formulation, Recipe Development, Product Evaluation, Concept Development, Product Launch Support, Prototyping, Reverse Engineering

職務経験

Student Internship

Ramkrishna Mission Residential College

6月 2025 - 6月 2025

学歴

BSc Computer Science (Computer Science)

University of Calcutta

6月 2023 - 6月 2027

認定資格

• CS50X

  Harvard University

  https://certificates.cs50.io/3b3aca8d-618f-4ecf-acee-091c183bf159.pdf?size=letter

  1月 2023 - 現在

出版物

PREPRINT

Sourjya Sarkar, Sagnik Chakraborty, Sayan Saha (2025). Modelling Behaviour in Uncertainty: A Simulation Study of Heads-Up Poker .

DATA SET

Sarkar, Sourjya, Chakraborty, Sagnik, Saha, Sayan Simulation Data for Decision-Making in Heads-Up Poker Under Uncertainty .

SOFTWARE

Sourjya Sarkar, Sagnik Chakraborty, Sayan-404 Simulation Engine for Studying Decision-Making in Heads-Up Poker Under Uncertainty .