Education

Academic Background

Bachelor of Science (BSc) in Electrical and Electronic Engineering
BRAC University, Dhaka, Bangladesh | Year: 2021

Higher Secondary Certificate (HSC)
Cantonment Public School and College, Rangpur | Year: 2014

Secondary School Certificate (SSC)
Sathibari ML High School, Rangpur | Year: 2012

Certifications

IBM AI Engineering Specialization

Certified by IBM

Mastered machine learning, deep learning, neural networks, and key ML algorithms including classification, regression, clustering, and dimensional reduction.
Implemented supervised and unsupervised models using SciPy and Scikit-Learn.
Deployed machine learning algorithms and pipelines on Apache Spark.
Built deep learning models with Keras, PyTorch, and TensorFlow for various applications.

Skills Gained: Machine Learning, Deep Learning, Neural Networks, Python Programming, Computer Vision, Applied ML, ML Algorithms, Regression, Mathematical Analysis.

Deep Learning Specialization

Certified by DeepLearning.AI & Coursera

Built and trained deep neural networks, implementing vectorized architectures for real-world applications.
Developed CNNs for detection and recognition tasks, utilizing neural style transfer for creative image generation.
Constructed RNNs and applied NLP techniques using Hugging Face transformers for Named Entity Recognition and Question Answering.

Skills Gained: Machine Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Applied ML, Python Programming, Network Modeling, Computer Vision, Network Architecture, and Human Learning.

Machine Learning Specialization

Certified by Stanford Online & DeepLearning.AI

Designed and trained machine learning models with NumPy and scikit-learn, mastering supervised learning for prediction and binary classification.
Developed decision trees and ensemble methods, employing best practices for model development.
Built recommender systems using collaborative filtering and deep reinforcement learning techniques.

Skills Gained: Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Human Learning, Python Programming, Regression, Mathematics, Critical Thinking, and Network Modeling.

IBM Data Science Specialization

Certified by IBM

Acquired practical skills and knowledge essential for data scientists, including Python and SQL.
Executed data importing, cleaning, analysis, and visualization, creating machine learning models and pipelines.
Completed real-world projects, building a portfolio to demonstrate proficiency to potential employers.

Skills Gained: Data Mining, Deep Learning, Machine Learning, SQL Database Administration, Python Programming, Statistical Modeling, Data Quality, Big Data, Web Applications, RStudio, Jupyter Notebooks, GitHub, Analytical Skills, Problem Solving, Communication, Solution-oriented approach, Datasets, Methodology, Scripting, Generative AI, Data Science

TensorFlow Developer Specialization