ASHISH KUMAR SINHA

B.Tech CSE (AI & ML) student · Python & Machine Learning

Asansol, West Bengal, India

@ashish_sinha

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🎓 Bachelor of Technology in Computer Science & Engineering (AI & ML) at Galgotias University · Graduating 2029

About

B.Tech Computer Science (AI & ML) student with hands-on experience in Python, core algorithms, and end-to-end machine learning workflows. Builds clean, modular utilities and predictive models, with practical experience in data preprocessing, exploratory data analysis, and collaborative development using Git/GitHub and Linux tools.

Education

Bachelor of Technology in Computer Science & Engineering (AI & ML)

Galgotias University

Computer Science · 2025 – 2029
Senior Secondary

2023 – 2024
Secondary

2020 – 2021

Skills

<3 months

C Java NumPy Python Pandas Matplotlib scikit-learn Model Evaluation Jupyter Notebook Linux/Unix Shell Feature Engineering Object-Oriented Design Exploratory Data Analysis Data Structures and Algorithms

Tools / apps / platforms

<3 months

Git GitHub VS Code Google Colab

Languages

Fluent

English Speak

Projects

Student Record Management Utility

C, Dynamic Memory, File I/O

Engineered a CLI utility providing disk-persistent record storage, custom serialization, and dynamic memory allocation. Optimized record search and updates using memory pointers and binary search routines.
Algorithm Visualizer & Complexity Analyzer

Python, Java, C++

Implemented core algorithms with step-by-step logic tracing and state updates. Benchmarked execution profiles across diverse data distributions to confirm theoretical Big-O curves and used structured edge-case unit testing.
Tabular Data Preprocessing & Predictive ML Pipeline

Python, Scikit-Learn, Pandas

Constructed a modular machine learning pipeline to preprocess raw multi-feature datasets, handling imputation, categorical encoding, and feature scaling. Trained and validated classification models with stratified k-fold cross-validation and analyzed model metrics with automated visual feature correlation heatmaps.

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