7+ AI Solutions Deployed in Production

Taksha Limbashia
AI Engineer

Productionizing Enterprise VoiceBots & Gen-AI architectures at ICICI Prudential AMC. Engineering systems aimed at 70% efficiency gains through neural workflow orchestration.

01. Professional Impact

Driven by technical excellence and a 9.0 CGPA background, I specialize in the architecture of enterprise-scale automation and high-impact artificial intelligence.

My journey through ICICI Prudential AMC and the India Meteorological Department has been defined by one goal: building AI systems that don't just exist in labs, but drive massive enterprise value through robust production deployment.

9.0

Academic CGPA

Years Experience

Production Deployed

account_balance

ICICI Prudential AMC

2.5 years experience

cloud_queue

India Meteorological Department

2 years experience

The Track Record

Experience & Impact

Assistant Manager - AI & Automation

ICICI Prudential AMC

Lead architect for enterprise-wide automation initiatives. Focused on deploying multi-functional chatbots, complex N8N automation workflows, and AI-powered semantic search engines to revolutionize internal operational efficiency.

70%

Targeted reduction in manual workload through strategic VoiceBot deployment.

100%

QA automation achieved via LLM-based intent and response validation.

AI Search

Implemented RAG-based systems for instant internal knowledge retrieval.

AI Engineer (Contract)

Consultancy Flow

Architecting bespoke Gen-AI pipelines for ICICI Prudential AMC, focusing on vector databases and multi-agent RAG architectures for specialized knowledge retrieval.

LangChain Pinecone OpenAI API

Core Innovation

Key Projects

smart_toy ICICI Prudential AMC

Enterprise VoiceBots

Architected a production-grade VoiceBot system integrating advanced STT/TTS and LLMs to handle complex customer queries, aiming for a 70% reduction in manual call workload.

Targeted 70% Automation

Workflow Automation

N8N Enterprise Engine

Building complex cross-platform workflows connecting CRM, LLMs, and internal databases for seamless data orchestration.

N8n

Sql

bolt

Sub-200ms Latency

Enterprise architecture optimized for realtime full site smart search.

Technical Arsenal

_skills_manifest.v2

robot

LLM Models

account_tree

MLOps

terminal

Python

code

React

database

SQL

hub

Vector DB

grid_view

Kubernetes

account_tree

N8N

Achievements

auto_awesome

Sparkle Award

Recognized at ICICI Prudential AMC for outstanding contribution to automation efficiency.

military_tech

Best Use of AI

Awarded for integrating cutting-edge LLMs into legacy enterprise workflows.

trophy

National Hackathon Winner

Secured 1st place in a nationwide competition for cloud-based AI solutions.

Ready to automate the future?

Let's discuss how we can productionize AI for your next enterprise challenge.

Get In Touch View Linkedin

Taksha Limbashia AI Engineer