Hi, I am Sourav Mukharjee

A Doctoral Researcher

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🔍 Research & Doctoral Work

👋 Greetings! I am a data engineer and doctoral researcher specializing in financial technology and machine learning applications. ... Currently pursuing a Doctor of Science (D.Sc.) in Economics and Business Administration. My PhD research integrates machine learning with financial analytics to support more accurate, explainable, and data‑driven decisions.

With a Master’s in Industrial Systems Analytics and a Bachelor’s in Computer Science & Engineering, I bridge theory and practice.

🔷 My Vision & Professional Philosophy

icon Dissertation Objectives

🌱 Sustainability & Crypto Volatility

Analyzing how ESG uncertainty affects cryptocurrency volatility and risk forecasting.

🔗 Digital Asset Correlation & ESGUI

Assessing ESG uncertainty’s influence on correlation patterns among major digital assets.

I am open to discussing my research in person 🤝 Appreciate your consideration and support 🙏

✨ Research Interests

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Sustainable Finance
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ML in FinTech
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Cryptocurrency Uncertainty
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XAI in Economics
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Advanced Data Analytics and statistical models
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Hidden Pattern Recognition & Forecast Trends

📚 Publications

Geopolitical shocks and carbon pricing: Do clean energy assets act as a hedge?

DOI: 10.1016/j.nexus.2025.100538

📘 Education

🎓 PhD in Economics & Business Administration

University of Vaasa
🏫 School of Accounting and Finance Finance Group
🏛️ University of Vaasa, Finland (2025 – Present)

🎓 Master’s Degree – M.Sc in Tech

University of Vaasa
Industrial Systems Analytics
🏫 School of Technology & Innovations
🏛️ University of Vaasa, Finland (2023 – 2024)

Summary of M.Sc Degree

Master’s in Industrial Management at the University of Vaasa, a leading institution on Finland’s west coast known for its expertise in energy technology. The program integrates AI, machine learning, automation, and data-driven industrial systems, preparing graduates for cutting-edge industrial innovation.

My thesis applied Artificial Intelligence in industrial environments to improve operational efficiency and automate processes.

🎓 Master’s Thesis

Enhancing Hospitality: The Economic and Operational Benefits of Robotic Cleaning Technology

Technologies: ML, AI, Break-even, NPV, Scenario Analysis.

  • Cost-benefit analysis
  • Labor efficiency & guest satisfaction
  • Sustainability impact

🛠 Skills Acquired

  • Python, Power BI, Data Mining
  • Advanced Econometrics & Statistical Analysis
  • Project Management & Eefficiency Analysis

🏗 School Projects

Project Management
Analytical Project Management

Power BI · Excel · Python · GitHub

View Project →
Project Libre
Project Management with Libre

Libre · Lira · Python · Automation

View Project →
Meaningful Home Automation
Meaningful Home Automation

Python · IoT · Automation

View Project →

🎓 Bachelor’s Degree – B.Sc in Computer Science & Engineering

University of Asia Pacific
Bachelor of Science in Computer Science & Engineering
🏛️ University of Asia Pacific, Dhaka, Bangladesh
2014 – 2018

Summary of My Degree

💼 Work Experience

Full-Time Doctoral Researcher 🏛️ University of Vaasa

Finance and Financial Accounting Research Group | Jan 2026 – Present

Show More Work Experience ⬇️

Senior Officer – Data Analytics & MIS

Chartered Life Insurance Company Ltd | Aug 2022 – May 2023

  • Visualized data for business projections and trends.
  • Analyzed monthly claims data and facilitated strategic development.
  • Created dashboards and automated reports using Power BI, Python, Excel.

Trainee Officer (MTO) – Data Analytics & MIS

Chartered Life Insurance Company Ltd | Feb 2022 – Jul 2022

  • Maintained and updated customer database systems.
  • Conducted AI-assisted reinsurance settlements.
  • Collaborated with J.B. Boda Group and stakeholders for business development.

💡 Skills

🧮 Programming & Languages

Python
Python
C
C
Java
Java
SQL
MySQL
Octave
GNU Octave

📊 Data Science & Analytics

ML
Machine Learning
Modeling
Data Modeling
Time Series
Time Series Analysis
Automation
XAI
Matplotlib
Matplotlib
Seaborn
Seaborn
NumPy
NumPy
Pandas
Pandas
PowerBI
Power BI
Excel
Advanced Excel & VBA
STL
STL & MIDAS Modeling
Lasso
Regression Analysis
Econometrics
Econometrics

🗂 Management & Emerging Technologies

PM
Project Management
FinTech
Blockchain & FinTech
Security
Data Security
Office
Office 365

💻 Let's Explore Code Gallery

Visit GitHub

🛠️ Projects

Welcome to My Profect Gallery

👾“From Hello World to AI: My Learning Path Each Line”👾

⚙️ My Projects, My Progress, My Passion for Code ⚙️

Sustainability & Crypto

Exploring Sustainability Metrics and Crypto Uncertainty

🔴 Trade Secrets under EU Data Act. Full showcase restricted. Open to elaborate in‑person meeting.

Messenger Python

Messenger Testing in Python

Console-based messaging system using Python classes.

GitHub
AI Music

AI in Music Composition

  • Applications of AI
  • Societal & Economic Impact
  • Ethical Considerations
GitHub
Home Automation

Meaningful Home Automation - Demola Finland

Company-aligned project on managerial efficiency.

Power BI · Excel · Python · GitHub

🔴 Trade Secrets under EU Data Act. Full showcase restricted. Open to elaborate in‑person meeting.
Blockchain BSEC

Blockchain for BSEC

Smart contract and ethereum ⟠ deployment research.

Cryptography · Security · Blockchain

GitHub
CNN Blockchain

CNN & Blockchain Image Security

Deep learning image enhancement & Ownership verification.

Python · TensorFlow · Colab

Colab
MIS Report Generating Process

Executive Note on MIS Report Generating Process

- A system for analyzing information‑system data and projecting sales was designed in my role as senior officer.

SQL · Advanced Excel with VBA · Python · C

GitHub

🌟 Let's Connect

📇 Contact & Profile

Email E-mail souravmu@uwasa.com
x8977494@student.uwasa.fi
Phone Mobile +358 41 5****06
LinkedIn LinkedIn https://www.linkedin.com/in/sourav-mukharjee/
GitHub GitHub https://github.com/SouravMukharjee
ORCID ORCID https://orcid.org/0009-0000-4727-711X
Location Current Address Vaasa-65100, Finland

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