---
title: "Jainam Shah - AI/ML Engineer Trainee in Ahmedabad | Tal"
description: "Meet Jainam Shah, AIML Engineer @ IndiaNIC Infotech Limited – RAG, BERT & FastAPI | Cut API Latency 30% | Automates 80% Content Workflows based in Ahmedabad."
image: "https://tal.club/meet/jainam-shah/share-image"
---

# Jainam Shah on Tal

## Headline

AIML Engineer @ IndiaNIC Infotech Limited – RAG, BERT & FastAPI \| Cut API Latency 30% \| Automates 80% Content Workflows

## About

Hi, I’m Jainam Shah, an early\-career data scientist and AI engineer working on production\-grade machine learning systems with a focus on LLM applications, recommendation systems, NLP, and scalable backend optimization\. Currently, I work as an AI/ML Engineer Trainee at IndiaNIC Infotech, where I contribute to real\-world AI products by building recommendation engines, automating multimodal content enrichment pipelines, and optimizing high\-concurrency ML\-backed systems\. My work has improved ranking relevance by 40%, automated 80% of listing enrichment workflows, and reduced API latency by 30%\. I enjoy solving business problems using data, machine learning, and experimentation\. My experience spans: • Recommendation Systems \(Content\-based & Hybrid\) • Generative AI & RAG Pipelines • NLP & Transformer Models \(BERT, DistilBERT\) • Data Pipelines & ETL Workflows • Statistical Analysis & A/B Testing • FastAPI, SQL, Docker, AWS • Dashboarding & Business Analytics with Power BI Some projects I’ve built include: 🔹 AI\-powered Recipe Recommendation System using RAG \+ FastAPI 🔹 Spotify Mood\-Aware Recommendation System with hybrid ranking models 🔹 Amazon Supply Chain Analytics Dashboard using statistical analysis and forecasting I’m actively seeking 2026 opportunities in: • Data Science • Applied AI • Machine Learning Engineering • Recommendation Systems • Generative AI / LLM Engineering I’m especially interested in building intelligent systems that combine machine learning, data engineering, and real\-world product impact\. 📩 Open to entry\-level roles and collaborations in AI/data science\.

## Location

Ahmedabad

## Work experience

AI/ML Engineer Trainee at IndiaNIC Infotech Limited, Jan 2026 \- Present · 5 mos, Ahmedabad, Gujarat, India, 🎯 Information Retrieval & Ranking: Architected a multi\-stage hybrid ranking engine using TF\-IDF and Cosine Similarity; engineered a weighted multi\-signal scoring system \(user behavior \+ semantic intent\) that improved Mean Reciprocal Rank \(MRR\) by 40% across 10K\+ listings\. 👁️ Multimodal AI & Vision: Developed a high\-throughput computer vision pipeline utilizing OpenAI GPT\-4o and perceptual hashing for automated amenity detection; achieved 80% automation in content enrichment and a 15% boost in organic SEO\. ⚡ System Latency Optimization: Refactored high\-concurrency Django/PostgreSQL backends; implemented Redis\-based caching and optimized ORM indexing, reducing P99 API latency by 30% for complex geospatial queries\. 🤖 LLM Orchestration: Deployed a production\-grade Generative AI pipeline \(GPT\-3\.5\) with a deterministic fallback architecture for automated property descriptions, ensuring 100% uptime and high\-fidelity output\. ⚙️ Distributed Data Engineering: Designed asynchronous ETL workflows using Celery and RabbitMQ to process real\-time market pricing intelligence and implemented schema validation protocols ensuring 99\.9% data integrity\. 💬 Real\-time Event Streaming: Engineered a stateful bi\-directional messaging layer using Django Channels \(WebSockets\) and Redis Pub/Sub, supporting thousands of concurrent real\-time connections\.

## Education

Master of Science \- MS, Information Technology, Gujarat University

Bachelor of Science, Information Technology, Gujarat University

[View the original profile](https://tal.club/meet/jainam-shah)

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