---
title: "Sarfaraz Ahmed - Software Engineer in Test in Bengaluru | Tal"
description: "Meet Sarfaraz Ahmed, SDET | AI SDET | LLM Evaluation & GenAI Testing | DeepEval · Python · Agentic AI • Ragas | based in Bengaluru. AI stack includes antigravity, claude code, and claude."
image: "https://tal.club/meet/sarfaraz-ahmed-1/share-image"
---

# Sarfaraz Ahmed on Tal

## Headline

SDET \| AI SDET \| LLM Evaluation & GenAI Testing \| DeepEval · Python · Agentic AI • Ragas \|

## About

AI SDET with 2\+ years of experience building evaluation systems for LLMs, GenAI applications, and Agentic AI platforms\. I build automated evaluation frameworks for Large Language Models using DeepEval, G\-Eval, Python, and Pytest to validate: • Hallucination detection • Response faithfulness • Prompt quality • Agentic AI workflows • Multi\-turn reasoning • Tool invocation accuracy At ExaThought, I designed end\-to\-end GenAI evaluation pipelines integrated with PostgreSQL and model APIs, reducing manual QA effort by 80%\. I’ve worked on: • Clinical AI summary validation • Agentic AI testing • Prompt evaluation systems • AI regression pipelines • Enterprise analytics validation Tech Stack: Python, DeepEval, Pytest, FastAPI, PostgreSQL, Selenium, Docker, GitHub Actions Open to: AI QA Engineer \| GenAI Testing \| LLM Evaluation \| AI SDET roles

## Location

Bengaluru

## AI stack

antigravity

claude code

claude

cursor

gemini

github copilot

## Work experience

Software Engineer in Test at ExaThought, Dec 2023 \- Present · 2 yrs 10 mos, Bengaluru, Software Engineer in Test — AI & GenAI Systems Exathought \| Dec 2023 – Present \| Bengaluru, Karnataka Built automated evaluation pipelines for Large Language Model and Generative AI systems across enterprise platforms\. 🧠 GenAI Response Evaluation Platform Architected end\-to\-end evaluation pipelines using DeepEval and G\-Eval to validate GenAI responses for quality, safety, and factual correctness\. Designed custom evaluation metrics \(hallucination detection, bias detection, clinical completeness\) enabling data\-driven model selection and prompt tuning\. Integrated LLM evaluation pipelines with locally hosted model APIs and PostgreSQL databases for automated regression tracking\. Reduced manual QA effort by 80%\. Identified and documented 100\+ defects across functional and performance layers, improving product stability before customer releases\. 🏥 Clinical AI Summary Validation Led AI quality assurance for clinical summary generation system in healthcare analytics\. Built automated DeepEval workflows to benchmark AI\-generated medical summaries across accuracy, contextual alignment, and coverage dimensions\. Designed 200\+ validation test cases covering complex healthcare documentation and rare clinical events\. Cut manual review time by \~60%\. Ensured outputs met factual correctness and regulatory standards\. 🤖 Agentic AI Testing & Enterprise Analytics Certified in Agentic AI Testing\. Designed test scenarios validating agent planning, tool usage, and multi\-turn memory retention\. Built evaluation strategies to detect hallucinations and reasoning failures\. Owned end\-to\-end testing strategy for enterprise AI analytics platform covering functional, regression, and edge\-case scenarios\. Validated model outputs against datasets to catch drift before production\. Tech Stack: DeepEval, G\-Eval, Python, Selenium, Pytest, FastAPI, PostgreSQL, GitHub Actions, Docker, BLE Testing

Data Analyst at Trainity, May 2023 \- Sep 2023 · 5 mos, Bengaluru, Karnataka, India, • working on wide range of projects developed good skills such as SQL , MS Excel , Python , power BI • Importance of data cleaning , data analysis , data visualization \. • Importance of normalizing and standardizing the data to support analysis \. • good understanding of agile methodology

## Education

Bachelor's degree, Electrical and Electronics Engineering, KLE Technological University \- Hubballi \(India\)

Bachelor of Engineering, Electrical and Electronics Engineering, KLE Technological University

[View the original profile](https://tal.club/meet/sarfaraz-ahmed-1)

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