Yuvraj Singh

📍 Bhopal, Madhya Pradesh
📧 [email protected]
📱 893 293 82 68
🌐 yourwebsite.com
👔 LinkedIn
💻 GitHub

Education

Vellore Institute of Technology, Bhopal
BTech in Computer Science
September 2022 – May 2026
GPA: 8.0/10.0

Coursework

• Professional Communication Skills for Engineers
• Theory Of Computation And Compiler Design
• Probability, Statistics and Reliability
• Computer Vision
• Database Management Systems
• Artificial Neural Networks
• Object Oriented Programming With C++
• Computer Networks
• Tools and Models for Data Science
• Operating System
• Data Structures and Analysis Of Algorithms
• Deep Learning
• Applied Machine Learning
• Reinforcement And Representation Learning
• Natural Language Processing

Projects

AUTOCAR — A Self Driving Car, Computer Vision Project

• Developed a deep learning-powered autonomous driving system using computer vision techniques
• Preprocessed dataset of over 500+ driving images, applying data augmentation strategies like flipping, scaling, and rotation to expand the training set
• Designed a custom convolutional neural network architecture with Conv2D, MaxPooling2D, Dropout, and Dense layers to classify steering commands based on Nvidia's End to End Learning for Self-Driving Cars Research Paper
• Achieved 94% accuracy on a held-out test set, demonstrating the model's ability to accurately predict appropriate driving actions based on dataset given used to train the model
• Integrated the trained model with vehicle controls to enable autonomous navigation, showcasing the system's real-world viability
• Tools Used: Python, TensorFlow, Pandas, Unreal Car Driving Simulator

STOCK PRICE PREDICTION MODEL — Based on LSTM Neural Network

• Engineered an LSTM neural network model to forecast 30-day stock price movements, achieving an average Mean Squared Error of 96% on test data
• Processed historical market data using yfinance API, implementing MinMaxScaler normalization for optimal model performance
• Developed a Sequential architecture with Dense and LSTM layers, incorporating time-series analysis techniques
• Created dynamic visualizations using Matplotlib to analyze predictions against actual stock performance
• Tools Used: Python, TensorFlow, Pandas

GITAI — AI Powered Merge Conflict Resolver and Branch Merger (Ongoing)

• Building an AI Powered GitHub merge conflict resolver and branch merger
• Tools Used: Python, PYQT, GEMINI AI, GITHUB REST API

Technologies

Languages

Python • Java • C • C++ • SQL • JavaScript • HTML • CSS

Certifications

• GEN AI using IBM Watsonx
• Overview of Geocomputation and Geo-web services (2024) by Indian Institute of Remote Sensing (IIRS), Indian Space Research Organization (ISRO)
• NPTEL Certification (Privacy and Security in Online Social Media) by IIIT Hyderabad
• Java (Basic) by Hackerrank

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