---
title: "kiran naik - Software Engineer AI/Gen-AI in Bengaluru | Tal"
description: "Meet kiran naik, Software Engineer (AI/Gen-AI) | RAG & LLM Applications | Python | SQL | Git | Linux | CCNA | AWS | Docker | ml | analytics| data science | R | based in Bengaluru. AI stack includes claude, cursor, and hugging face."
image: "https://tal.club/meet/kiran-shreedhara-naik/share-image"
---

# kiran naik on Tal

## Headline

Software Engineer \(AI/Gen\-AI\) \| RAG & LLM Applications \| Python \| SQL \| Git \| Linux \| CCNA \| AWS \| Docker \| ml \| analytics\| data science \| R \|

## About

Software Engineer \(AI/GenAI\) with 3\+ years of experience building data\-driven and AI\-enabled solutions across analytics, machine learning, and GenAI applications\. I have a strong foundation in Python, SQL, and applied machine learning, with hands\-on experience developing scalable data pipelines, predictive models, and cloud\-based analytics solutions\. I have worked on fraud detection, retention modeling, and risk analytics use cases, performing feature engineering, exploratory data analysis \(EDA\), and model tuning to deliver actionable business insights\. I also build and deploy RESTful APIs using FastAPI and create dashboards using Power BI / Streamlit for stakeholder consumption\. More recently, my focus has been on GenAI and Retrieval\-Augmented Generation \(RAG\) systems—integrating LLM APIs, implementing semantic retrieval using embeddings and vector search, and designing prompt and retrieval strategies to improve response relevance and accuracy\. I enjoy working at the intersection of data, AI, and software engineering, translating complex business problems into scalable, reliable technical solutions\. I’m actively exploring opportunities in AI / GenAI / RAG application development where I can contribute to building impactful, production\-ready AI systems\.

## Location

Bengaluru

## AI stack

claude

cursor

hugging face

langchain

langgraph

langsmith

## Work experience

Software Engineer AI/Gen\-AI at ABHYRAM IT SOLUTIONS PVT LTD, Aug 2025 \- Present · 1 yr 3 mos, Bengaluru, Karnataka, India, Software Engineer \(AI/GenAI\) Abhyram IT Solutions Pvt Ltd \| Sep 2025 – Present \| Bengaluru • Developed end\-to\-end AI/ML solutions for healthcare and financial domains • Built predictive models for credit risk, fraud detection, and retention use cases • Performed feature engineering, EDA, and model tuning with Python and SQL • Deployed ML models as REST APIs using FastAPI and built dashboards with Power BI/Streamlit • Contributed to GenAI / RAG\-based applications by integrating LLM APIs and retrieval pipelines

Analyst programmer at Ramco Systems, Apr 2022 \- Sep 2023 · 1 yr 6 mos, Bengaluru, Karnataka, India, Ramco Systems \| Apr 2022 – Sep 2023 \| Bengaluru • Developed and optimized SQL\-based analytical reports for SRP modules • Worked extensively with complex queries, temporary tables, and query optimization • Performed API validation and testing using Postman • Collaborated in Agile sprints using Git for version control and deployments

Trainee – MIS & Analytics at ITTI PVT LTD, Aug 2021 \- Jan 2022 · 6 mos, Bengaluru South, Karnataka, India, • Assisted in MIS reporting, data preparation, and analytics support • Gained experience with SQL, Excel, and reporting workflows

## Education

Master of Computer Applications \- MCA, Computer applications, B\. M\. S\. College of Engineering

BCA, Computer Programming, Specific Applications, SGS College of Bachelor of Computer applications, Bhatkal

[View the original profile](https://tal.club/meet/kiran-shreedhara-naik)

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