COURSEWORK
Shashank's AI-ML-001 course work. Lv 1
| Shashank | AUTHOR | ACTIVE |
17 / 3 / 2026
UVCE MARVEL AI/ML — Level 1
Shashank Hugar · Mechanical Engineering · UVCE Bangalore · Batch 2023–2027
This repository contains all task reports, notebooks, and project links for the UVCE MARVEL AI/ML Level 1 program.
📋 Task Reports
Task 01 — 3D Printing
Learned FDM printing, STL files, slicing . Printed a face for maze robot under coordinator supervision.
Task 02 — API
Built a SpaceX Rocket Explorer web app using the SpaceX public REST API. Displays rocket specs on selection.
Task 03 — Working with GitHub
Forked the UVCE-Marvel/git-task repo, identified a bug in the add function, fixed it and raised Pull Request #275.
📄 Full Report · PR #275
Task 05 — Linear Regression from Scratch
Implemented linear regression manually using gradient descent on the California Housing dataset. Compared with sklearn.
📄 Full Report · Notebook
Task 06 — The Matrix Puzzle
Decoded a scrambled NumPy matrix into a hidden image using reshape, transpose and flip operations.
📄 Full Report · Notebook
Task 07 — Portfolio Webpage
Built a fully responsive personal portfolio website using HTML and CSS. Deployed on GitHub Pages.
📄 Full Report · Live Site
Task 08 — Resource Article
Wrote a technical article on how a fixed-wing RC plane works — from aerodynamics to control surfaces. Published on MARVEL website.
Task 09 — Tinkercad
Simulated an ultrasonic distance sensor and a radar system using servo motor in Tinkercad. Also built a physical maze-solver using the same sensor.
Task 10 — DC Motor Speed Control
Controlled a 5V BO motor speed using L298N motor driver and potentiometer with Arduino. Done on hardware.
Task 11 — ESP32 LED Toggle
Created a standalone web server on ESP32 to toggle an LED from a browser over WiFi.
Task 12 — Soldering
Learned soldering equipment and techniques. Soldered an LED circuit on perf board under coordinator supervision.
Task 15 — Active Participation
Secured 2nd place at IMPETUS 26.0 — 26th Annual National-Level Technical Fest by IEEE UVCE, powered by HAL. Event: Mechronins.
Task 16 — Datasheet Report: L293D
Studied the L293D motor driver IC datasheet. Covered H-bridge, PWM, flyback diodes, pin configuration and comparison with L298N.
Task 20 — Notebook Ninja
Structured a professional Jupyter notebook with Markdown formatting, Python variables, and Matplotlib visualization.
📄 Full Report · Notebook
Task 21 — Intro to Machine Learning
Watched and reflected on StatQuest and AltexSoft ML intro videos. Wrote a 500-word article covering supervised/unsupervised/reinforcement learning and data preprocessing.
🔗 All Live Links
| Project | Link |
|---|---|
| Portfolio | shahankhugar.github.io/portfolio |
| SpaceX App (self-built) | MARVEL_V2/Basic_XAPI |
| SpaceX App (AI-improved) | UVCE-MARVEL-AI-ML-001 |
| GitHub Task PR | PR #275 |
UVCE MARVEL AI/ML Level 1 · 2025–2026 · Shashank Hugar