Ayush
Computer Science undergraduate
About
Computer Science undergraduate (Thapar Institute of Engineering and Technology, Class of 2027) with hands-on experience across 4 end-to-end software projects spanning backend services, data pipelines, and predictive systems. Applies software development principles consistently: mapping data flow and exception cases before writing implementation code, validating output rather than assuming correctness, and quantifying results with per-class and per-feature metrics instead of a single summary number.
Skills & Expertise (13)
Work Experience
ML Research Intern
Experimental Learning Center, Thapar University
Jun 2025 - Jul 2025
Established evaluation criteria and feature scope for an open-ended research prompt before implementation, converting ambiguity into a testable pipeline. Streamlined a corrupted-audio cleaning process for a Bengali speech corpus, enabling reliable feature extraction across the full dataset. Traced misclassifications to specific, explainable failure patterns after benchmarking 5 algorithms to reach 82% classification accuracy.
Education
B.E. Computer Science and Engineering - Thapar Institute of Engineering and Technology
2023 - 2027 · Afghanistan
Certifications
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Skills (13)
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