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Abhishek Gidde

AI/ML Engineer & Team Lead building intelligent systems that transform how enterprises operate. Currently leading AI product development at Choice International Limited NSE: CHOICEIN ₹782.95 +0.29%

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Attention is all you need
AI/ML Systems RAG Architecture LLM Integration Transformers iOS Development Full-Stack Engineering Product Leadership Enterprise Solutions
AI/ML Systems RAG Architecture LLM Integration Transformers iOS Development Full-Stack Engineering Product Leadership Enterprise Solutions

Engineer who ships
products that matter

I'm a Senior Software Engineer and Team Lead specializing in AI/ML product development. With expertise spanning iOS development, full-stack engineering, and machine learning, I build end-to-end solutions that solve real business problems.

Currently leading the AI/ML team at Choice International Limited (NSE: CHOICEIN), where I've architected and deployed production AI systems including RAG-powered investment platforms, intelligent calling solutions, and government scheme matching engines used by multiple state governments.

Co-founder of QuanthmAI, where I work as a forward-deployed engineer helping organizations operationalize AI at scale.

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Years Experience
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Products Shipped
0
AI Systems Live
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Research Publication

Products that
transform businesses

01

Choice Felix

AI-powered mutual fund analysis platform with RAG-based investment recommendations. Reduced portfolio creation from 2 days to 10 minutes.

RAG LLM FastAPI Next.js
02

Government Scheme Finder

NLP-powered scheme matching system using vector embeddings. Selected for implementation by multiple state governments.

NLP Vector DB Python React
03

AI Calling Solution

Custom calling system for IPO announcements using Kafka streams and LLM-generated scripts. Achieved +15% conversion rate improvement.

Kafka LLM MCP Python
04

Choice FinX iOS

Trading and investment platform for iOS. Implemented SSO, Instagram-like video feed, and APM integration increasing crash-free sessions by 15%.

Swift SwiftUI MVVM
05

Homefirst Connect

Full-stack mobile app for Home First Finance direct selling agents. Built backend, iOS & Android apps, and designed UI/UX with in-app animations.

Kotlin Swift Java Hibernate
06

WhatsApp Financial Education

21-day learning journey platform for users under 25, integrating video content and interactive tools via InfoBip and MoEngage.

InfoBip MoEngage Node.js

Ideas & insights
from the field

AG
Building RAG systems in production taught me that the retrieval strategy matters more than the model. We went from 60% accuracy to 92% by rethinking our chunking strategy and adding semantic re-ranking...
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AG
From iOS developer to AI/ML Team Lead — my journey wasn't linear. The skills that transferred? Systems thinking, obsession with UX, and knowing when to ship vs. when to perfect...
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AG
The real challenge of AI in fintech isn't the tech — it's trust. How do you get wealth managers to trust AI recommendations? We solved it with explainability and source attribution...
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Career trajectory

Nov 2024 — Present

Lead Software Engineer / Solutions Architect

Choice International Limited (NSE: CHOICEIN) · Machine Learning & AI

Leading AI/ML product development team. Architecting RAG systems, LLM integrations, and enterprise AI solutions that drive business transformation.

Nov 2024 — Present

Co-Founder & Tech Lead

QuanthmAI

Building production-ready AI pipelines and helping organizations operationalize AI at scale as a forward-deployed engineer.

Jul 2024 — Nov 2024

Product Manager

Choice TechLab Solutions

Transitioned to product role, defining roadmaps and coordinating cross-functional teams for AI product launches.

May 2023 — Jul 2024

Senior iOS Engineer

Choice TechLab Solutions

Led iOS development for Choice FinX trading platform. Implemented SSO, video features, and APM monitoring with 15% improvement in crash-free sessions.

May 2022 — May 2023

Full Stack Developer

Home First Finance Company (HFFC)

Developed Android, iOS, and backend systems. Built the Homefirst Connect app for direct selling agents with full-stack ownership.

Technical arsenal

AI / Machine Learning

LLMs RAG Systems Transformers Vector Databases NLP Embeddings Prompt Engineering MCP Servers

Languages & Frameworks

Python Swift Kotlin TypeScript FastAPI Next.js React Node.js

Infrastructure

AWS Lambda AWS EC2 MongoDB Redis Kafka Docker

Mobile Development

SwiftUI UIKit Core Data Android SDK MVVM

Let's build something great.