---
title: "Md Rounaque Afroz Haider - Software Engineer 2 in Bengaluru | Tal"
description: "Meet Md Rounaque Afroz Haider, Software Engineer 2 @ Dell Technologies | Machine Learning, AI, Agentic AI, Storage | AI Engineer based in Bengaluru. AI stack includes claude code, hugging face, and langchain."
image: "https://tal.club/meet/md-rounaque-afroz-haider/share-image"
---

# Md Rounaque Afroz Haider on Tal

## Headline

Software Engineer 2 @ Dell Technologies \| Machine Learning, AI, Agentic AI, Storage \| AI Engineer

## About

Software Engineer working at the intersection of AI/ML, Agentic AI, and enterprise storage\. Built agentic testing workflows using LangGraph/LLMs, an AI test\-recommendation engine using embeddings, vector search and code\-churn analysis, and a RAG\-based I/O workload generator using FAISS/ChromaDB and 1,500\+ workload templates\. Also developed a multi\-GB GraphDB for code intelligence and integrated solutions with Jira, Confluence, qTest and REST APIs\. These solutions helped automate engineering workflows, improve test selection, and enable natural\-language\-driven workload generation at enterprise scale\. Contributed to 3 AI/ML patent filings and peer\-reviewed research publications\. Passionate about solving challenging problems and eager to continuously learn and explore new technologies\.

## Location

Bengaluru

## AI stack

claude code

hugging face

langchain

langgraph

langsmith

mcp

## Work experience

Software Engineer 2 at Dell Technologies, Jul 2025 \- Present · 1 yr 3 mos, Bengaluru, Karnataka, • Architected an end\-to\-end agentic AI quality engineering platform for Dell PowerScale\. An Orchestrator Agent coordinated specialized agents with retries, checkpointing, rollback, and approval gates, automating feature validation from specification to stability reports\. • Built a Planning Agent integrating Jira, qTest, and Confluence to analyze requirements, defect history, and coverage, generating optimized test plans and ROI\-based recommendations using embeddings and vector search, resulting in 2 patent filings\. • Developed a Configuration Agent that translated test plans into executable cluster, protocol, and workload configurations, reducing manual setup and improving consistency\. • Built a Workload Agent to provision environments and execute protocol\-aware NFS, SMB, and S3 validation workloads across distributed clusters\. • Developed a Reporting Agent to aggregate logs, performance metrics, failures, and stability insights into actionable reports, accelerating release qualification and root\-cause analysis\. • Built a multi\-gigabyte OneFS dependency graph for rapid impact analysis and debugging, led resilience validation across NFS, SMB, S3, and HDFS, automated cluster lifecycle management with Python, and received 2 Dell Inspire Awards for AI\-driven engineering innovation\.

Graduate Intern at Dell Technologies, Jul 2024 \- Jun 2025 · 1 yr, Pune, Maharashtra, • Developed OneStop I/O, an AI\-powered platform that converts natural language prompts into executable storage workloads, eliminating manual I/O configuration and enabling non\-experts to generate valid test workloads\. • Built a RAG pipeline using Python, ChromaDB, vector embeddings, and cosine similarity over 1,500\+ curated workload templates enriched with protocol, access pattern, workload type, and execution metadata\. • Used retrieved templates as context for an LLM to generate accurate, executable I/O configurations while preserving runtime constraints and storage\-specific requirements\. • Implemented metadata\-driven routing to automatically select the optimal I/O engine \(FIO, PowerLoad, AgeFS, etc\.\), inject runtime parameters, validate prerequisites, and orchestrate execution across Linux and Windows clients\. • Benchmarked DeepSeek\-R1 and Llama 3\.2, built a human evaluation harness to measure output quality, and optimized semantic retrieval by migrating from ChromaDB to FAISS\. • Reduced workload creation time, standardized test generation, accelerated storage validation, and improved reproducibility of complex customer workload simulations\.

Placement Coordinator at National Institute of Technology, Kurukshetra, Haryana, Feb 2024 \- Sep 2025 · 1 yr 8 mos, Kurukshetra, Haryana, India

Teaching Assistant \(Data Structures and Algorithms Lab\) at National Institute of Technology, Kurukshetra, Haryana, Jan 2024 \- May 2024 · 5 mos, Kurukshetra, Haryana, India

Teaching Assistant \(AI & Machine Learning Lab\) at National Institute of Technology, Kurukshetra, Haryana, Sep 2023 \- Dec 2023 · 4 mos, Kurukshetra

## Education

Master of Technology \- MTech, Computer Engineering, National Institute of Technology, Kurukshetra, Haryana

Bachelor of Technology \- BTech, Computer Science and Engineering, University College of Engineering & Technology \(UCET\)

[View the original profile](https://tal.club/meet/md-rounaque-afroz-haider)

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