I am an AI Engineer and Machine Learning Developer passionate about creating intelligent systems that solve real-world problems. Currently pursuing my education while actively building production-ready AI applications with focus on computer vision, natural language processing, and full-stack development.
Core Competencies:
- Machine Learning & Deep Learning model development
- Computer Vision applications using OpenCV and MediaPipe
- End-to-end AI solution architecture
- Full-stack web development
Current Focus: Advanced deep learning techniques, production ML systems, and scalable AI applications
Status: Production Ready | Tech Stack: Python, MediaPipe, OpenCV, Machine Learning
A real-time American Sign Language (ASL) detection and translation system designed to bridge communication barriers for the deaf and hard-of-hearing community.
Key Features:
- Real-time hand gesture detection and tracking
- 95%+ accuracy using Random Forest classification
- Intuitive user interface for seamless interaction
- Scalable architecture for additional sign languages
Technical Implementation:
def detect_and_translate(frame):
# Extract hand landmarks using MediaPipe
landmarks = hand_detector.process(frame)
# Generate feature vectors
features = extract_features(landmarks)
# Predict ASL sign
prediction = ml_model.predict(features)
return translate_to_text(prediction)Status: Deployed | Tech Stack: Python, OS Module, File System APIs
An intelligent file management solution that automatically categorizes and organizes files based on type, date, and custom rules.
Key Features:
- Automatic file sorting by type and metadata
- Configurable categorization rules
- Scheduled or real-time processing
- Cross-platform compatibility
Benefits:
- Eliminates manual file organization
- Increases productivity and workspace efficiency
- Customizable to individual workflow needs
Status: In Development | Tech Stack: Python, OpenCV, face_recognition, SQLite
An automated attendance tracking system using facial recognition technology for educational and corporate environments.
Key Features:
- Real-time face detection and recognition
- Automatic attendance logging with timestamps
- Database integration for record management
- Anti-spoofing measures for security
Status: Live | URL: jashanpreetsingh.tech
A responsive, modern portfolio website showcasing projects, skills, and professional experience with optimized performance and user experience.
Technical Highlights:
- Mobile-first responsive design
- Optimized load times and performance
- Interactive UI elements and animations
- SEO-optimized architecture
I am actively seeking opportunities in the following areas:
- Collaborations: Open-source AI/ML projects and research initiatives
- Internships: Machine learning engineer and AI developer positions
- Freelance: Custom AI solution development and consulting
- Mentorship: Knowledge sharing in AI/ML and software development
"Building AI solutions that create meaningful impact through innovation, ethical development, and continuous learning."
Mission: Develop accessible AI technology that addresses real-world challenges and improves lives.
Values: Innovation • Integrity • Collaboration • Continuous Improvement