About
4+ years data science professional with hands-on experience in EDA, feature engineering, and building ML models for regression and text classification. Proficient in Python (Pandas, NumPy, Seaborn), scikit-learn, SQL, and Power BI/Tableau; strong in NLP, model evaluation, and data visualization.
Skills & Expertise (14)
Work Experience
Computer Faculty
VIBGYOR Panathur
Jul 2025 - Present
Teaching Computer Science concepts including Python, SQL, and basic programming to school students. Designing lesson plans, coding activities, and assessments to improve student engagement and learning outcomes. Mentoring students in project-based learning and practical problem-solving activities. Supporting academic coordination and integrating technology-driven learning methods in classrooms.
Data Analyst
Almabetter
Nov 2023 - Jul 2025
Executed EDA and feature engineering on varied datasets to support model development and analytical insights. Built and evaluated ML solutions for regression and classification, improving baseline performance by 80% through cross-validation and tuning. Automated data preprocessing pipelines, reducing manual work by 12 hours/week and accelerating experimentation. Created stakeholder-oriented dashboards and concise reports, increasing decision-making speed by 90%. Documented experiments and best practices to enhance reproducibility, reducing rework by 85%. Implemented lightweight data sampling and parallelized preprocessing to scale experiments, achieving 3x faster prototyping across large datasets for monthly benchmarks. Established deterministic data validation and fault-tolerant runbooks, reducing pipeline failures by 85% and ensuring consistent results during nightly model updates.
Education
MTech in Advanced Mechanical System Design - Government College of Engineering Kannur
- 2019 · Afghanistan
BTech in Mechatronics - Bharath Institute of Higher Education and Research
- 2017 · Afghanistan
Certifications
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Skills (14)
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