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Hello, I'm

Uday Sonawane

Aspiring Sofware Engineer | Machine Learning & Data Science Enthusiast

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About Me

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Experience

10 Months
Internship in Data Science and Software Engineering

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Education

B.Tech. Computer Science 2019 - 2023
M.Sc. Computer Science 2024 - Present

I am a passionate enthusiast of Data Science and Machine Learning, driven by a relentless curiosity and a desire to advance in these dynamic fields as opportunities arise.

In our interconnected world, the influence of data science is profound and pervasive—from securing mobile devices to predicting weather patterns. This widespread application has captivated my imagination and sparked my curiosity about the potential limitations of this technology, the challenges it may face, and its future trajectory. I am determined to confront any obstacles in my path, embracing every opportunity to delve deeper into this field and broaden my understanding.

Programming and innovation have always been central to my aspirations, and immersing myself in the world of coding has been a dream come true. My inquisitive nature and eagerness to learn have enabled me to explore diverse areas of knowledge and experience.

I find immense joy in continuously learning and embracing new experiences. I actively seek out opportunities for career growth and personal development. My proactive mindset and effective time management skills help me stay ahead, ensuring I make the most of each opportunity.

With a problem-solving mindset, I tackle challenges—whether simple or complex—with enthusiasm and dedication. I strive to find the best solutions in every scenario, be it business, management, planning, or any other area. Solving problems and devising innovative solutions is not just a skill but a passion I bring to every endeavor.

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Explore My

Experience

Internships

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Siemens DISW

Software Engineer Intern

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Tata Autocomp

Data Science Intern

Certificates

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Google

Data Analytics Specialization

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UC San Diego

Algorithmic Toolbox

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Hackerrank

Problem Solving Intermediate

Skills

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C++

Intermediate

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Python

Intermediate

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HTML/CSS

Basic

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SQL

Intermediate

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Scikit-Learn

Intermediate

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Tensorflow

Intermediate

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Browse Some of My

Projects

VideoFrameRateEnhancer

Developed an AI-driven video frame interpolation system that enhances low-FPS videos by generating intermediate frames, effectively doubling or quadrupling frame rates for smoother motion. Designed and trained deep learning models using CNN and CNN-LSTM architectures with transposed CNNs for upsampling and normalization to maintain color consistency. Implemented efficient memory management and GPU optimization for large-scale video processing. Structured the codebase with DRY and SOLID principles to ensure modularity, scalability, and maintainability.


SimpleRayTracer

SimpleRayTracer is a C++ project that implements a basic ray tracing engine inspired by the “Ray Tracing in One Weekend” series. It features core components such as vectors, rays, spheres, materials, and a camera system, organized across modular header files. The program renders a simple 3D scene with spheres, lighting, and reflections, producing a final image output that demonstrates realistic shading and recursion principles. Built using CMake, this project serves as a compact and educational example of fundamental ray tracing concepts.


StockVision

Developed a full-stack stock price prediction system that combines Python, C++, and React. The backend uses Python to collect real-time stock data via yfinance, train an LSTM model, and export it to ONNX format for fast inference. A lightweight C++ server hosts the ONNX model and provides real-time predictions through an HTTP API. The React frontend visualizes predicted stock prices, offering an interactive, end-to-end AI-powered forecasting platform.


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