Hello, I am

Md Armanul Alam

AI Enthusiast | Startup Devotee

Specializing in AI, Machine Learning, Computer Vision, and NLP.

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Armanul Alam

Education

Bachelor of Science in Information Technology

Jahangirnagar University

2020 - Present

CGPA: 3.49/4.00

Higher Secondary Certificate (HSC)

Govt. City College,Chittagong

Main Stream: Science
2017 - 2019

GPA: 5.00/5.00

Secondary School Certificate (SSC)

Chittagong Cantonment High School

Main Stream: Science
2006 - 2017

GPA: 5.00/5.00

Experience

Data Science Trainee

MasterCourse

February 2023 - July 2024
  • Developed a strong foundation in Machine Learning and Deep Learning including Computer Vision and Natural Language Processing.
  • Developed end-to-end capstone projects including data collection, model training, data cleaning, deployment, and API integration.
  • Outcomes: Web Scraping, Data Analysis,Data Augnentation, PyTorch, Fastai, Transformers, Blurr, HuggingFace,ONNX, Model Deployment and so on.

Projects

Multilabel Dataset Classifier

Multilabel Dataset Classifier

An end to end text classification model with data collection, model training,model compression and deployment.This model can classify 103 different types of dataset types.

Python Selenium Huggingface Transformers Fastai Blurr ONNX Flask Render
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Sports Activity Recognizer

Sports Activity Recognizer

I Used fastai and ResNet50 model and error_rate and accuracy as evaluation metrics to develop this image recognition model with ~98.5% accuracy.I gathered more than 4.5k data to train the model.

Python PyTorch Huggingface Space Fastai Data Augmentation GitHub Page
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2022 T-20 WC Cricket Tournament Data Analysis

2022 T-20 WC Cricket Tournament Data Analysis

The goal of this project is to collect the data to analysis 2022 T-20 Cricket World Cup.Then, I used the scraped data to analyze Top 10 Batsman,Top 10 Bowlers,Top 10 Hard-hitter Batsman,Top 10 Death Over Bowlers,and so many on the analysis of the Tableau Dashboard.

Python Selenium Numpy Pandas Tableau
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Achievements

Higher Secondary Certificate Examination Scholarship

Government of Bangladesh

Achieved this prestigious scholarship under general category for my outstanding performance in HSC which was provided by Government of Bangladesh.

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Certifications

Research Methodology: Basic to Advanced

Research Help Bangladesh

Successfully completed a research training course from Research Help Bangladesh, acquiring practical knowledge in academic research methodology, literature review techniques, research design, data analysis, referencing styles, and scientific paper writing. Developed a clear understanding of the publication process and ethical research practices.

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