
Certifications, training, and recognition
Certifications, professional training, and contributions to the wider engineering community.
Certifications & training
AI & machine learning
Foundations in learning algorithms and neural networks.


Machine Learning
Supervised and Unsupervised Learning, Bias, Variance, Clustering, PCA, and Recommender Systems
Verify certificatePython & data
Programming, data access, and working with databases.

SQL for Data Science
Data Modeling, Database Design, Data Analysis, Data Quality, and SQL
Verify certificate
Python 3 Programming Specialization
Classes and Inheritance, Data Collection API, Pillow, Tesseract, and OpenCV
Verify certificate
Python for Everybody Specialization
Web Data Access, Databases, Data Processing, and Visualization
Verify certificateSecurity & web
Secure coding practices and web development training.

OWASP Top 10:2021 in Python
Secure Coding, Vulnerability Assessment, and Security Testing
Verify certificate
Web Development (NASSCOM IT-ITeS SSC)
Top-up IT Training, LICT Project of Bangladesh Computer Council; delivered by Ernst & Young LLP.
Verification no. G033369
Recognition & community
Stack Overflow Contributor
Stack Overflow · Jul 2019 – Present
1,000+ reputation from 83 answers, contributing in Python, Pandas, and DataFrame topics.
Open source on GitHub
GitHub · Mar 2018 – Present
4,816 contributions across 16 public repositories, with 147 pull requests and 144 stars. The longest streak ran 19 days, June 1 to June 19, 2026.
| Month | Contributions |
|---|---|
| October 2025 | 109 |
| November 2025 | 79 |
| December 2025 | 73 |
| January 2026 | 42 |
| February 2026 | 104 |
| March 2026 | 205 |
| April 2026 | 195 |
| May 2026 | 98 |
| June 2026 | 175 |
| July 2026 | 95 |
| August 2026 | 150 |
| September 2026 | 225 |
As of October 2026
View GitHub profileSee how it comes together
Explore the projects and professional experience behind the toolkit.
