Independent AI Consultant · GDE AI/ML · AI Educator

Hi, I'm Geeta Kakrani

Google Developer Expert in AI/ML, Independent AI Consultant (Ex-Founder of Kanishka IT, 2010–2025), AI educator, and startup mentor. I help engineering teams build production-grade Agentic AI systems, optimize GenAI API costs, and execute AI roadmaps.

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Geeta Kakrani — AI Educator & GDE
Agentic AI & LLMs
Vertex AI & GKE
Common Pain Point

Your AI API bill is growing.
Your ROI isn't.

Most teams route every query to their most expensive model — GPT-4o, Gemini 2.5 Pro, Claude Opus — even for tasks a smaller model handles just as well. The result: 60–80% of your AI spend is waste.

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Sending a simple classification task to a $15/million-token model when a $0.10 model does it equally well

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No routing logic — every user query hits your most expensive endpoint regardless of complexity

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Paying for cloud GPU compute when Google TPUs could run the same fine-tuning at 60–70% lower cost

Get an AI Cost Audit →
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What I help companies do

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Intelligent Model Routing

Route low-complexity queries to Gemma / smaller models. Reserve expensive models only for tasks that genuinely need them. Typical result: 50–70% API cost reduction.

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AI Spend Audit

I review your current model choices, prompt design, and infra setup. You get a written report with exactly where your money is going and how to cut it — without losing quality.

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Switch to Open-Source Models (Gemma, Llama)

Many use cases don't need a frontier model. I help you fine-tune and deploy open-weight models on Vertex AI or on-device — eliminating per-token API costs entirely for eligible workloads.

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Caching & Prompt Optimization

Semantic caching, prompt compression, and batching strategies that reduce redundant API calls — often cutting costs by an additional 20–30% with zero change to your product.

Geeta Kakrani

Geeta Kakrani  ·  GDE AI/ML  ·  AI-TPU Specialist  ·  Bengaluru

Education & Mentorship

AI & ML Workshops & Mentorship

Hands-on live workshops, developer bootcamps, and 1-on-1 mentorship sessions led by Geeta Kakrani to take you from API consumer to core systems engineer.

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Agentic AI Cohorts

Learn how to design stateful multi-agent systems using LangGraph, CrewAI, and Google Antigravity. Understand routing, semantic caching, and memory systems.

Live Interactive Coding
Multi-Agent Frameworks
Real-world Capstone Project
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RAG & Vector Search

Deep dive into Retrieval-Augmented Generation architectures. Learn document chunking, hybrid search, rerankers, and evaluations using RAGAS.

PGVector, Chroma, Pinecone
Evaluation Frameworks
Production deployment
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Startup & Developer Mentorship

Custom 1-on-1 and team guidance for AI implementation, Vertex AI setup, GKE cost optimization, and open-source model deployments.

Architecture Reviews
Cost Audits & Optimization
GDE Expert Feedback
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Impact & Credibility

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