Hi, I am Md Soumike Hassan
Data Scientist | Machine Learning Enthusiast | Researcher
Education
PhD in Future
USA or Europ
2020 - 2024
Thesis: "Predicting Student Performance in Online Learning Environments using Machine Learning"
MS in Statistic and Data Science
Jahangirnagar University
2024 - 2025
B.Sc. in Statistic and Data Science
Jahangirnagar University
2019 - 2024
Work Experience
Assistant Business Data Analyst
Freelance
Sept 2024 – December 2024
- Worked as an Assistant Business Data Analyst, supporting strategic decisions with actionable data insights.
- Designed and developed interactive dashboards using Power BI to visualize sales, performance, and KPI trends.
- Collaborated with cross-functional teams to gather requirements and translate business needs into analytical reports.
- Optimized data models for better performance and usability, ensuring accuracy and consistency across reports.
Research Assistant – Machine Learning & Cyber Security
Personal
Sept 2024 – Present
- Conducting research in Machine Learning, Deep Learning, and Reinforcement Learning with applications in cyber security.
- Proficient in leading ML/DL frameworks including TensorFlow, PyTorch, scikit-learn, and Keras.
- Developed and evaluated predictive models to detect anomalies and enhance threat detection systems.
- Collaborated with interdisciplinary teams on academic publications and research presentations.
Research Assistant
Department of Statistics and Data Science, Jahangirnagar University
March 2024 – Present
- Assisted in applying advanced statistical techniques and data analysis for multiple academic and research projects.
- Performed data cleaning, preprocessing, and visualization using R and Python.
- Contributed to the writing, formatting, and submission of peer-reviewed research papers.
- Collaborated with faculty and graduate students on experimental design and interpretation of statistical results.
Research Assistant
[Institute/University/Company Name]
Jan 2024 – Present
- Contributed to the paper: Enhancing e-KYC Security and Privacy, published in ACM Digital Library.
- Worked on integrating blockchain and quantum computing for digital identity verification.
- Collaborated with a multi-institutional team of researchers across disciplines.
Publications
Enhancing e-KYC Security and Privacy: Harnessing Quantum Computing and Blockchain in Web 3.0
ACM
Read MoreConference
Using Machine learning and SMOTE to Predict Under-5 Mortality in Minority Class: Evidence from BDHS 2022
RURS 1st International Student Conference & Research Fair
February 22-23, 2025
Projects
Built a Small Language Model (SLM) from Scratch
Python, PyTorch, Scikit-learn,Transfomer
- Built a custom Small Language Model (SLM) from scratch using Python and PyTorch
- Trained on private dataset with Transformers and Scikit-learn for preprocessing and evaluation
Resume-Job-Description-Matcher
Python, Pandas, NumPy, spaCy / NLTK , streamlit
- Built an NLP system to match resumes with job descriptions using TF-IDF & cosine similarity
- Used spaCy/NLTK for preprocessing and Streamlit for interactive web deployment
Music Store Data Analysis Using SQL
PostgreSQL, pgAdmin
- Conducted data analysis on a music store database using SQL and pgAdmin
- advanced queries with joins, subqueries, and aggregations to extract customer and sales insights
- Identified top-selling genres and customer purchase patterns to support strategic decision-making
Skills
Programming Languages
- Python (Pandas, NumPy, Scikit-learn, TensorFlow, Keras)
- R
- SQL
Data Science & ML
- Machine Learning (Supervised/Unsupervised)
- Deep Learning
- Natural Language Processing (NLP)
- Computer Vision
- Statistical Modeling
- Time Series Analysis
Tools & Platforms
- Jupyter Notebook, VS Code
- Git, GitHub
- Docker
- Power BI
Soft Skills
- Communication & Presentation
- Teamwork & Collaboration
- Analytical Thinking
- Continuous Learning
- Research & Documentation
Contact
Let's connect and collaborate on exciting data science projects!