Ruchit Karnawat

Senior C++ Engineer with over 3 years of experience in Windows-based multimedia development. Passionate about harnessing the power of AI and emerging technologies.

• Video Search Tool [C++, Python, MediaInfo]: Created a Property Filter Tool to streamline Media File management. The tool utilizes a recursive process to access content locations provided, conducting MediaInfo checks on each video file before adding it to the database. A user-friendly Video Search Tool is integrated, allowing QA teams to efficiently locate desired media based on specific attributes. This enhancement significantly improves the ease and accuracy of finding relevant media files from potentially >20000 files.

• SDL Projects [C++, SDL]:

SRT Renderer-> A C++ application designed to parse SRT subtitle files, and render them using SDL at 30 fps synchronized to their timestamps.

Snake Game-> The classic Snake Game using SDL and C++.

• Smart Dustbin [Python, Keras, OpenCV, Raspberry Pi 2B+]: The Dustbin classifies waste into biodegradable/non-biodegradable and rotates its lid to dispose off the waste correctly. Uses object recognition , prediction and classification using Keras, Sklearn and OpenCv on Raspberry Pi 2B+ with 91% accuracy.

• Credit Card Fraud Detection [Numpy, Pandas, SkLearn] : Detected and removed outliers using Isolation Forest and Local Outlier Factor algorithms and then predicted if the transactions are Fraud or not. Dataset obtained from Kaggle. Used Histograms and Heatmap to visualize Fraud and Genuine Transactions.

• Medium: Understanding the Motivation behind Storing Signed Integers in 2's Complement Form.
• GeeksForGeeks: Calling Conventions in C++(__cdecl, __stdcall, __fastcall and __thiscall).
• GeeksForGeeks: Resouce Acquisition is initialization(RAII) in joining threads and Smart Pointers.