Abishek Ganesh

I turn AI breakthroughs into business advantages.

Production-grade RAG systems, AI agents, and multi-agent orchestration—deployed before your competition knows they exist.

RAG SystemsAI AgentsMulti-Agent OrchestrationProduction ML

About

I'm a state-of-the-art AI implementation specialist with 8+ years deploying cutting-edge AI systems in production. I don't just follow AI trends—I'm usually implementing them months before they become mainstream.

My expertise spans advanced RAG systems with hybrid search, multi-agent orchestration, and always being first to deploy what's next. From Fortune 500 companies to healthcare startups, I've helped organizations leverage truly state-of-the-art AI.

When I'm not building AI systems, I'm teaching the next generation of AI engineers or lending my voice to creative projects.

8+Years Experience
15+Companies Served
99.9%Uptime Achieved
20+Students Teaching

Experience

2024 - Present

State-of-the-Art AI Implementation Specialist

AI Consulting Practice

Implementing cutting-edge AI: advanced RAG systems, AI agents, multi-agent orchestration. Deploying latest models first to production.

March 2025 - Sept 2025

Lead AI Instructor

AI Bootcamp

Teaching 20+ students the absolute latest in AI including RAG systems and AI agents.

2023 - 2024

Senior Lead Data Scientist

Limbik

Led team implementing cutting-edge AI for mental health applications. Built production RAG system with 99.9% uptime.

2022 - 2023

Software Development Engineer

Amazon Web Services

Worked on AWS Chime SDK development. Built scalable communication infrastructure.

Projects

State-of-the-Art RAG

Advanced RAG System for Fortune 500

Hybrid search with semantic + keyword fusion at enterprise scale

Implemented cutting-edge RAG system with hybrid search, multi-stage reranking, and dynamic context optimization serving 10M+ queries monthly.

GPT-5Claude 4.1 OpusPineconeLangChainHuggingFace
95% accuracyQuery Relevance
Sub-100ms latencyResponse Time
AI Agents

Multi-Agent Customer Service Platform

Orchestrated AI agents with specialized capabilities and tool use

Built sophisticated multi-agent system with autonomous agents for different tasks, implementing ReAct pattern and achieving 70% reduction in human escalations.

Claude 4.1 OpusGPT-5LangChainAgents FrameworkPython
70% reductionHuman Escalations
5x fasterResolution Time
Cutting-Edge Healthcare AI

Next-Gen Healthcare RAG + Agents

First-of-its-kind medical knowledge system with agentic reasoning

Pioneered combination of advanced RAG with AI agents for medical knowledge retrieval, implementing constitutional AI for safety and achieving regulatory compliance.

GPT-5Med-PaLM 2BioBERTFAISSNeo4j
97% verified correctClinical Accuracy
30x faster lookupDecision Speed

Get In Touch

I'm always interested in hearing about new projects and opportunities. Whether you need help implementing cutting-edge AI or just want to chat about what's next in the space, let's connect.