Ruchitha M
Data Analyst / Machine Learning Engineer
About
Data Analyst / Machine Learning Engineer with hands-on experience building end-to-end ML pipelines on real-world datasets. Skilled in data collection, large-scale feature engineering, model training, and evaluation using Python, SQL, and modern ML techniques. Strong focus on practical problem solving, realistic validation, and delivering data-driven insights.
Skills & Expertise (35)
Work Experience
Data Science Intern
Innomatics Research Labs
Jun 2025 - Feb 2026
Worked on end-to-end data science tasks, including data preprocessing, EDA, and machine learning model development. Built predictive models using Random Forest, Decision Tree, and Gradient Boosting. Performed feature engineering, handled class imbalance with SMOTE, and evaluated model performance. Used Python (Pandas, NumPy, Scikit-learn, TensorFlow) and SQL for data analysis and model training.
Education
Bachelor of Engineering – Information Science and Engineering - AMC Engineering College
2021 - 2025 · Afghanistan
Certifications
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Skills (35)
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