- 🎓 Advancing ML Education: University of Toronto Data Science & ML Certification + Stanford ML Specialization
- 🔬 Current Focus: Real-time multilingual audio translation with code-switching detection at M2M Tech
- 🤖 Passion Project: ClearVision - GANs for self-driving car vision in adverse weather
- 🌍 Open to: Relocation and research-driven collaborations
- End-to-End Solutions: ML projects
- Business Impact: Models achieving 99.5% recall
- Insights: Statistical modeling
- 🚀 Breakthrough Innovation: Multilingual transcription with code-switching detection under noisy conditions
- 🔧 Tech Stack: Python, pytorch, Speech Recognition APIs, Real-time Processing
- 💡 Impact: Low-latency translation enabling seamless multilingual communication
- 🌦️ Computer Vision: GANs for robust scene understanding in challenging conditions
- 🔬 Research Focus: Image-to-image translation, real-time object detection
- 🎯 Goal: Enhancing safety and reliability of autonomous vehicles
🏫 Formal Education
- 🇨🇦 University of Toronto - Data Science & Machine Learning Certification
- 🏛️ Stanford University - Machine Learning Specialization
- 🏛️ University of Pennsylvania - AI, ML Essentials & Statistics
- 🏛️ Ludwig Maximilian University Munich - Competitive Strategy & Organization Design
🏅 Professional Certifications
- 🔬 IBM - AI Developer Certification
- 🤖 NVIDIA - AI Operations & Infrastructure Fundamentals
- 📊 Wolfram Research - ML Statistical Foundations Professional Certificate
- 📈 Google - Advanced Data Analytics Professional Certificate
- ☁️ AWS - Cloud Technical Essentials
- 🐍 OpenEDG Python Institute - Programming with Python Professional
- 🐧 Canonical - Linux Professional Certification
🎯 Model Performance Excellence
- Video classification: 99.5% recall accuracy
- Churn prediction: 2x improvement boost
💼 Business Impact
- Generated 25% cost savings in procurement through dashboards
- Led Cross-functional teams Analytics
- Data labeling systems: 98% accuracy
🚀 Innovation Projects
- Real-time translation with code-switching detection
- Computer vision using GANs for weather robustness
⭐️ From VinodAnbalagan - "Transforming data into intelligent solutions"