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Gauresh PadaveGP
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Gauresh Padave

@gaureshpadave

AI/ML engineer building lung CT classification and marine computer vision platforms with PyTorch, YOLOv8, and FastAPI.

India
Message

I’m building a lung CT scan detection and classification project with PyTorch, CNNs, ResNet, and CBAM. Its web portal connects scan uploads to FastAPI inference and displays Grad-CAM maps and confidence scores in a React interface.

For the Marine Intelligence Platform, I built YOLOv8 computer vision for real-time inference on marine species, coral health, and boats. I connected the models to FastAPI endpoints and created a React dashboard with analytics and PDF report exports.

I developed CyberShield System with Spring Boot and React, integrating the Gemini API for LLM-based threat analysis. I handled backend data pipelines for phishing URL scanning, prompt injection detection, and file security logs stored in MySQL.

As a Data Analysis Intern at Cognifyz Technologies, I handled data cleaning, feature preprocessing, and exploratory visualization on raw datasets. I’ve also built full-stack applications with the MERN stack and earned NPTEL Elite scores in Java and Python.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

SS

SIES College of Management Studies

Master of Computer Applications, Computer Applications

2025 -

Grade: 79.70%

Pursuing a Master of Computer Applications (MCA) degree with a current aggregate of 79.70%.

NPTEL, IIT Madras logoNM

NPTEL, IIT Madras

The Joy of Computing using Python, Computer Science

2026 - 2026

Grade: Elite, 90%

Completed the NPTEL course 'The Joy of Computing using Python' with an Elite grade and 90% score.

NPTEL, IIT Kharagpur logoNK

NPTEL, IIT Kharagpur

Programming in Java, Computer Science

2026 - 2026

Grade: Elite, 99%

Completed the NPTEL course 'Programming in Java' with an Elite grade and 99% score, placing in the top 5%.

IIT Guwahati logoIG

IIT Guwahati

Credit-Linked Program, Data Science

2025 - 2026

Completed a Credit-Linked Program in Data Science offered by IIT Guwahati and NSDC through Daksh Gurukul.

DE

DevTown

Full Stack Web Development, Web Development

2024 - 2024

Completed a Full Stack Web Development certification covering React, Node, Express, and MongoDB.

KC

Kirti M. Doongursee College

Bachelor of Science, Information Technology

2022 - 2025

Grade: 78.22%

Completed a Bachelor of Science in Information Technology with an aggregate of 78.22%.

RC

R A Podar College

Higher Secondary Certificate, Commerce

2021 - 2022

Grade: 65.67%

Completed Higher Secondary Certificate (HSC) in Commerce with 65.67%.

SM

Swami Vivekanand Vidya Mandir

Secondary School Certificate, General

2019 - 2020

Grade: 78.00%

Completed Secondary School Certificate (SSC) with 78.00%.

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