Hi, I'm
Harmandeep Singh
a CS Engineer
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Projects Delivered
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Tech Skills
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Internships
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Certifications
About Me
Passionate about transforming complex problems into elegant solutions through code.
Background
Results-driven Computer Science undergraduate with hands-on experience in Artificial Intelligence, Machine Learning, Blockchain, and Full-Stack Development. Proven ability to design scalable systems, optimize performance, and deliver high-impact solutions with measurable results.
B.Tech in Computer Science & Engineering
Guru Tegh Bahadur Institute of Technology,Delhi • 2022 - 2026
CGPA: 7.36Relevant Coursework
Experience
Blockchain Technology Intern
Jan - Feb 2025@ Connecting Dreams Foundation (AICTE)
Developed a decentralized supply chain management system using Solidity and Ethereum smart contracts. Reduced tracking latency by 20% through optimized blockchain transaction handling. Built IPFS-based storage integration for real-time logistics visibility. Minimized manual data entry errors by 15% via automated verification mechanisms.
Python Developer Intern
Jul - Aug 2024@ Technophilia
Managed Git-based version control workflows in Agile/Scrum environments. Contributed to 20+ successful deployments while maintaining high code quality. Identified and resolved critical bugs through structured peer code reviews. Improved team productivity using efficient branching and collaboration strategies.
Core Competencies & Technical Expertise
Featured Projects
A selection of my technical work ranging from computer vision to document automation and AI-powered systems.
Vehicle Management System
For Indian Army
Built an automated vehicle tracking system using Python and OpenCV. Reduced vehicle processing time by 60% through real-time detection and automation. Integrated SQL database for secure storage of authorized vehicle data. Eliminated manual entry errors via computer vision based validation.
IndiScan AI
Multimodal Document Processor
Developed OCR pipeline using PyTesseract and PyMuPDF with 90% accuracy. Built NLP-based translation engine using Hugging Face Transformers. Preserved document formatting using python-docx during translations. Optimized system to process files up to 16MB with improved preprocessing.
AI Missing Person Locator
Facial Recognition System
Developed a Streamlit web application for facial recognition-based identification. Implemented RBAC authentication using YAML configuration. Designed backend case management system using SQLite. Improved investigation efficiency through automated image preprocessing.
Real-Time PPE Detection System
with Full MLOps Pipeline
Real-Time PPE Detection System with Full MLOps Pipeline | YOLOv8, FastAPI, Docker, DVC, MLflow, GitHub Actions, Streamlit Computer Vision & Dataset Engineering: Trained a YOLOv8 object detector on 11,700+ images across 5 PPE categories; implemented DVC for remote dataset versioning and automated YOLO format validation. Experiment Tracking & Registry: Integrated MLflow to track training runs, hyperparameter sweeps, and mAP metrics; managed formal model promotion (Staging → Production) via MLflow Model Registry. Async API Serving & Containerization: Built a high-performance REST API with FastAPI featuring /predict and /health endpoints; packaged application using a multi-stage Docker build to optimize image size and startup latency. CI/CD & Operational Monitoring: Automated linting, unit testing (pytest), and inference smoke tests using GitHub Actions; developed a Streamlit monitoring dashboard with structured JSON logging to track request volume, latency, and data drift alerts.
Project Logs
Daily documentation of my learning journeys and development sprints.
Tech Stack
Technologies and tools I use to bring ideas to life.
Core Stack
Languages
Data Science
AI & Machine Learning
AI/ML Frameworks
Specialized
Web & DevOps
Web & Backend
Tools & Platforms
Achievements
🏆Coding Competition Winner
CQS
Hackathon Runner-Up
AiThon Society
Bronze Medal
Table Tennis
Certifications & Credentials
Professional certifications from world-renowned institutions validating my expertise across AI/ML, Data Science, Mathematics, and Cloud Computing.
Machine Learning (Specialization)
Introduction to Statistical Analysis: Hypothesis Testing
Regression Modeling Fundamentals
Mathematics for Machine Learning: Multivariate Calculus
Mathematics for Machine Learning: Linear Algebra
Algebra and Differential Calculus for Data Science
Google Data Analytics
Getting Started with AWS
Learn Ethical Hacking From Scratch
Certification in Data Structures and Algorithm
Introduction to Artificial Intelligence
Certification in Python Programming Language
Let's Work Together
Have a project in mind or just want to connect? I'm always open to discussing new opportunities.