Muntazir Fatema
@muntazirfatema
Aspiring Machine Learning Engineer building deployed Flask apps with XGBoost, PCA, and real-world ML.
What I'm looking for
I’m an aspiring Machine Learning Engineer and B.E. ECE student who loves turning ML ideas into deployed products. I’ve worked end-to-end with real datasets, from EDA and feature engineering to model training, tuning, and deployment.
My projects include an ECG Anomaly Detector and a Credit Card Fraud Detection app—both built with ML models and dimensionality reduction using PCA. I also built a Drug Recommendation System, training and comparing multiple models to deliver accurate, explainable predictions, then deploying the apps with a professional Flask UI.
I’m comfortable with practical deployment workflows (Flask on Render) and I stay current through trainings and certifications like Generative AI & LangChain. I’ve also practiced building with APIs (OpenAI API ready) to connect models to real applications.
Alongside ML work, I’ve managed a virtual tuition business, where I planned lessons, tracked progress, and communicated with parents consistently. From Day 1, I bring that same ownership mindset to a remote ML/Data Science internship—ready to learn fast and ship useful models.
Experience
Work history, roles, and key accomplishments
Tuition Teacher
Self-Employed
Oct 2024 - Present (1 year 7 months)
Independently managed and grew a virtual tuition business with 7–8 active students by designing lesson plans and tracking progress. Handled parent communication for mathematics, science, and English tutoring from Oct 2024 to present.
Education
Degrees, certifications, and relevant coursework
Government Engineering College, Bhavnagar
Bachelor of Engineering (B.E.), Electronics and Communication
2024 -
Pursuing a Bachelor of Engineering (B.E.) in Electronics and Communication at Government Engineering College, Bhavnagar.
Machine Learning With Python
Training Program, Machine Learning
2025 - 2026
Activities and societies: Worked on Kaggle and hands-on projects; applied methods on real datasets.
Completed a hands-on ML training covering the end-to-end pipeline from EDA and feature engineering to model training, tuning, and deployment.
Flask Web Development & Model Deployment Workshop
Workshop, Flask & ML Model Deployment
2025 - 2026
Completed a workshop focused on Flask web development and deploying ML models.
Generative AI & LangChain Workshop
Workshop, Generative AI & LangChain
2026 -
Activities and societies: Worked toward OpenAI API readiness and built/deployed ML web applications using Flask on Render.
Attended a hands-on Generative AI and LangChain workshop covering GenAI/LLM concepts and practical application.
Availability
Location
Authorized to work in
Portfolio
github.com/MuntazirFatemaJob categories
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