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Registration: 05.07.2026

Sium Ahameed Bhuyan

Specialization: Machine Learning Engineer
— Statistics undergraduate with a strong foundation in statistical modeling, machine learning, and deep learning. — Develops predictive models with Scikit-Learn and neural network architectures with TensorFlow and PyTorch. — Builds and deploys full-stack AI applications using FastAPI and Streamlit. — Delivered end-to-end ML projects spanning data preprocessing, exploratory analysis, model deployment, and production monitoring. — Experience in NLP, classification, regression, EDA, and data visualization across 21+ projects.
Machine Learning Data Analysis Data Cleansing Python SQL NumPy Python SciPy Plotly Data Visualization Seaborn Keras Matplotlib Deep Learning Jupyter ETL PyTorch FastAPI XGBoost Neural networks Tableau scikit-learn AI Streamlit Git Tensorflow NLP pandas Data Science
— Statistics undergraduate with a strong foundation in statistical modeling, machine learning, and deep learning. — Develops predictive models with Scikit-Learn and neural network architectures with TensorFlow and PyTorch. — Builds and deploys full-stack AI applications using FastAPI and Streamlit. — Delivered end-to-end ML projects spanning data preprocessing, exploratory analysis, model deployment, and production monitoring. — Experience in NLP, classification, regression, EDA, and data visualization across 21+ projects.
Machine Learning Data Analysis Data Cleansing Python SQL NumPy Python SciPy Plotly Data Visualization Seaborn Keras Matplotlib Deep Learning Jupyter ETL PyTorch FastAPI XGBoost Neural networks Tableau scikit-learn AI Streamlit Git Tensorflow NLP pandas Data Science

Skills

Python
Machine Learning
Deep Learning
TensorFlow
Keras
PyTorch
Scikit-Learn
XGBoost
Pandas
NumPy
SciPy
SQL
Data Analysis
Data Visualization
Matplotlib
Seaborn
Plotly
Tableau
FastAPI
Streamlit
Git
Jupyter
ETL
NLP
NLTK
Data Cleaning
Statistics
Hypothesis Testing
Regression Analysis
Data Science

Work experience

Project Manager
05.2024 - 11.2024 |Dhaka College Data Analytics Club
Machine Learning, Statistical Analysis, Data Analytics
● Spearheaded innovative data analytics projects and mentored team members in ML and statistical analysis. ● Drove hands-on learning initiatives in machine learning and statistical methods. ● Delivered data-driven solutions for campus-wide initiatives. ● Led cross-functional collaboration and strategic execution of data projects.
Committee Member
since 10.2024 - Till the present day |Volunteer for Bangladesh
● Spearheaded community events and strategized social initiatives across Dhaka district. ● Mobilized volunteer teams to create meaningful social impact. ● Coordinated diverse projects to drive community transformation.
Management Trainee
11.2024 - 07.2025 |Youth School for Social Entrepreneurs
● Forged strategic partnerships and analyzed market trends for youth entrepreneurship programs. ● Crafted growth strategies and enhanced expertise in negotiation and innovation. ● Expanded organizational reach across Bangladesh.
Event Coordinator
since 01.2024 - Till the present day |Bangladesh Mathematics Olympiad
● Led nationwide mathematics Olympiad events, streamlining logistics for participants across multiple districts. ● Partnered with educational institutions to promote mathematical achievement among students. ● Ensured seamless operations for events spanning multiple districts.

Educational background

Statistics (Bachelor’s Degree)
since 2022 - Till the present day
Dhaka College
Science (Bachelor’s Degree)
2019 - 2021
National College of Education

Languages

BengaliElementaryEnglishIntermediate