Abishek Ganesh
State-of-the-Art AI Implementation SpecialistState-of-the-art AI implementation specialist passionate about RAG systems, AI agents, and whatever breakthrough comes next. Expert in leveraging truly cutting-edge technologies in smart ways that help companies and their users. 5+ years deploying the latest AI innovations in production - from advanced RAG with hybrid search to multi-agent orchestration.
Professional Experience
RAG Systems Mastery
- Advanced retrieval: hybrid search, semantic + keyword fusion
- Multi-stage reranking and relevance optimization
- Dynamic chunking and context window management
- Knowledge graph integration for enhanced reasoning
- Production RAG serving millions of queries daily
AI Agent Development
- Single-agent systems with tool use and reasoning
- Multi-agent orchestration and communication
- ReAct, Chain-of-Thought, Tree-of-Thought paradigms
- Custom agent frameworks for specific domains
- Agentic process automation at enterprise scale
Latest Foundation Models
- GPT-5, Claude 4.1 Opus, Gemini Pro, Llama 3.1 in production
- Fine-tuning and prompt engineering for optimal performance
- RLHF and constitutional AI implementations
- Multi-modal model deployments
- Always first to implement the next breakthrough
Production Excellence
- Real-time inference with sub-100ms latency
- Auto-scaling ML infrastructure handling millions daily
- Fault tolerance and graceful degradation
- Comprehensive observability and monitoring
- 60% MTTR reduction through strategic architecture
Technical Expertise
Mastery of truly state-of-the-art AI technologies - always implementing what's next
AI Consulting Practice
— State-of-the-Art AI Implementation Specialist- Implement cutting-edge AI: advanced RAG systems, AI agents, multi-agent orchestration
- Deploy latest models (GPT-5, Claude 4.1 Opus, Gemini Pro) - always first to production
- Reduced system MTTR by 60% through strategic AI architecture and debugging
- Help Fortune 500 companies leverage truly state-of-the-art AI (not just buzzwords)
AI Bootcamp
— Lead AI Instructor- Teaching 20+ students the absolute latest in AI - including RAG systems and AI agents
- Philosophy: teach what's actually being used in production today and prepare for tomorrow
- Covering Python fundamentals through state-of-the-art generative AI implementations
- Creating next generation of AI engineers who understand cutting-edge technologies
Limbik
— Senior Lead Data Scientist- Led team implementing cutting-edge AI for mental health applications
- Built production RAG system for clinical knowledge retrieval
- Deployed state-of-the-art NLP models for patient interaction analysis
- Achieved 99.9% uptime on real-time ML systems serving healthcare providers
Amazon Web Services
— Software Development Engineer- Worked on AWS Chime SDK development
- Built scalable communication infrastructure
- Implemented real-time video/audio processing features
- Collaborated with cross-functional teams on cloud services
mpathic
— Senior Machine Learning Engineer- Implemented advanced RAG systems for medical data analysis - first in healthcare
- Built multi-modal AI processing clinical text and medical imaging
- Achieved sub-100ms latency on production inference systems
- Pioneered use of transformer models for clinical decision support
Big Health
— Data Science & Commercial Operations Lead- Led data science initiatives for digital therapeutics platform
- Built predictive models for user engagement and outcomes
- Managed commercial operations and analytics infrastructure
- Scaled data operations from startup to series B funding
Key Projects & Achievements
Measurable AI impact across industries - from stealth startups to Fortune 500
AI Consulting Practice
— State-of-the-Art AI Implementation Specialist- Implement cutting-edge AI: advanced RAG systems, AI agents, multi-agent orchestration
- Deploy latest models (GPT-5, Claude 4.1 Opus, Gemini Pro) - always first to production
- Reduced system MTTR by 60% through strategic AI architecture and debugging
- Help Fortune 500 companies leverage truly state-of-the-art AI (not just buzzwords)
AI Bootcamp
— Lead AI Instructor- Teaching 20+ students the absolute latest in AI - including RAG systems and AI agents
- Philosophy: teach what's actually being used in production today and prepare for tomorrow
- Covering Python fundamentals through state-of-the-art generative AI implementations
- Creating next generation of AI engineers who understand cutting-edge technologies
Limbik
— Senior Lead Data Scientist- Led team implementing cutting-edge AI for mental health applications
- Built production RAG system for clinical knowledge retrieval
- Deployed state-of-the-art NLP models for patient interaction analysis
- Achieved 99.9% uptime on real-time ML systems serving healthcare providers
Amazon Web Services
— Software Development Engineer- Worked on AWS Chime SDK development
- Built scalable communication infrastructure
- Implemented real-time video/audio processing features
- Collaborated with cross-functional teams on cloud services
mpathic
— Senior Machine Learning Engineer- Implemented advanced RAG systems for medical data analysis - first in healthcare
- Built multi-modal AI processing clinical text and medical imaging
- Achieved sub-100ms latency on production inference systems
- Pioneered use of transformer models for clinical decision support
Big Health
— Data Science & Commercial Operations Lead- Led data science initiatives for digital therapeutics platform
- Built predictive models for user engagement and outcomes
- Managed commercial operations and analytics infrastructure
- Scaled data operations from startup to series B funding
Education
Georgia Institute of Technology
M.S. Computer Science
2019-2021
GPA: 4.0
Specialization in Machine Learning and Artificial Intelligence
The Ohio State University
B.S. Mathematics
2009-2013
Focus on Applied Mathematics and Computer Science
De Anza College
A.A. Marketing Management
2015-2016
GPA: 3.9
Business and Project Management focus
Ready to Deploy Tomorrow's AI Today?
I help companies implement truly cutting-edge AI - RAG systems, AI agents, and whatever breakthrough comes next. Let's leverage the latest technologies in smart ways that help your users.
