G Selva
AI / ML Engineer
Good evening! Perfect time for some AI magic.
Building the future with Generative AI, Agentic Systems, and Deep Learning
Professional Summary
Experience
AI Software Engineer
"Building conversational AI that actually works"
Leading development of production AI systems including real-time avatar streaming, voice infrastructure, and multi-agent bots.
Key Achievements
- ▸Achieved 42ms/frame avatar streaming latency (↓22% from 54ms baseline)
- ▸Built full LiveKit stack with custom STT/TTS plugin for REST API integration
- ▸Fine-tuned Piper TTS for Indian accents using Orpheus + AI4Bharat datasets
- ▸Deployed multi-agent system for automotive sales with context-aware handoffs
Past Chapters
AI Trainer
"Inspiring the next generation of AI engineers"
Led engaging, hands-on AI/ML training sessions for over 500 students, fostering a deep understanding of intelligent systems and practical implementation.
- ▸Trained 500+ students in AI/ML fundamentals and advanced topics
- ▸Developed hands-on curriculum covering neural networks to deployment
- ▸Mentored students on real-world project implementation
Artificial Intelligence Intern
"First steps into production AI"
Completed an intensive internship, deploying AI-driven systems to improve efficiency. Gained hands-on experience in leveraging AI tools for impactful project delivery.
- ▸Deployed 6 ML models including recommender systems and chatbots
- ▸Built image captioning and fraud detection systems
- ▸Gained end-to-end ML pipeline experience
Technical Skills
Languages
Frameworks & Tools
Specializations
Live Systems
Real-time Avatar Engine
Single source image → lifelike video streaming with lip-sync at 42ms/frame latency via WebSocket
VoiceAI Infrastructure
Full LiveKit stack with custom STT/TTS plugin + fine-tuned Indian-accent voice model
Multi-Agent Showroom Bot
2-agent system for automotive sales with intelligent handoffs, RAG, and 3D visualization
Key Projects
Qualification
B.E. in Artificial Intelligence & Machine Learning
AMC Engineering College, Bangalore
2020 – 2024 • CGPA: 8.06/10
Achievements
Stanford University DeepLearning.AI Machine Learning Specialization – Certified in supervised, unsupervised, and reinforcement learning.
Omdena Local Chapter Challenge Contributor – Developed an AI-powered mobile application for crop disease detection in Kenya.
AI Project Development & Innovation – Designed and deployed multiple AI-driven solutions in NLP and computer vision.
AI Training & Community Contribution – Led hands-on AI/ML training sessions for aspiring engineers.