Open to opportunities

Omkar Deshmukh

@omkardeshmukh1

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Computer Engineering student focused on machine learning and full‑stack web development.

India

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What I'm looking for

I am seeking an entry-level role in ML or full‑stack development where I can work on real-world AI applications, learn from experienced teams, and contribute to impactful products.

I am a motivated Computer Engineering student specializing in machine learning and web development, with practical experience building AI-driven applications and full‑stack web projects. I bring strong foundations in Python, TypeScript, JavaScript, and core computer science principles.

My projects include a ResNet-based breast cancer classification system achieving 96% accuracy and a real-time speech emotion recognition app deployed with Streamlit that reached 86% accuracy. I emphasize model interpretability, applying techniques like Grad-CAM, and robust feature extraction such as MFCC for audio.

I have hands-on internship and contributor experience: I built React/TypeScript web applications for UNICEF and contributed frontend work through GirlScript Summer of Code, focusing on clean, maintainable code and collaborative workflows. I am comfortable with cloud deployment and full‑stack stacks involving Node.js and MongoDB.

I am detail-oriented, a strong problem-solver, and committed to delivering user-centered designs and reliable ML systems. I seek roles where I can grow technical depth while contributing to impactful, production-ready products.

Experience

Work history, roles, and key accomplishments

Machine Learning Project

Personal Project

Dec 2024 - Jan 2025 (1 month)

Built a ResNet-based breast cancer classification model achieving 96% accuracy using transfer learning and Grad-CAM for interpretability; trained on histopathological datasets with augmentation.

Python TensorFlow ResNet Transfer Learning Grad CAM Streamlit Computer Vision

React Development Intern

UNICEF

Aug 2024 - Oct 2024 (2 months)

Developed a React + TypeScript website and full-stack application deployed on Google Cloud to improve organizational communications and member channels. Implemented frontend features and integrations that enhanced outreach and collaboration.

React TypeScript Google Cloud JavaScript Frontend Development REST APIs Git

Speech Emotion Recognition

Personal Project

Aug 2024 - Oct 2024 (2 months)

Developed a real-time speech emotion recognition model using MFCC features and TensorFlow, achieving 86% accuracy and deployed via Streamlit for live voice input and feedback.

Python TensorFlow Audio Processing Streamlit Feature Extraction Machine Learning

Open Source Contributor

GirlScript

May 2024 - Jul 2024 (2 months)

Contributed React.js frontend implementations and troubleshooting during GirlScript Summer of Code, improving code quality and accessibility for other contributors. Maintained clean, readable code and resolved frontend issues.

React JavaScript Code Review Git HTML CSS Collaboration Documentation

Full Stack Project

Personal Project

Apr 2024 - May 2024 (1 month)

Built EduStream, a Streamlit web app using Python and MongoDB to help students select colleges by CET scores, including OTP email verification for enhanced security.

Python Streamlit MongoDB SMTP User Experience & Security Backend Development Deployment

Education

Degrees, certifications, and relevant coursework

University of Mumbai

Bachelor of Engineering, Computer Engineering

2022 -

Pursuing a Bachelor of Engineering in Computer Engineering with coursework and projects focused on machine learning, web development, and AI-driven applications.