Hi, I'm Bipin Singh
I build automation frameworks, performance pipelinesand AI-powered testing systems that help teams ship faster.
One discipline, five ways I show up
Not a job title so much as a set of habits — the same engineer, applied to different layers of the quality problem.
Engineer
I write real code around testing, not just scripts — Node.js and Express services, REST and GraphQL clients, and reusable utilities built with TypeScript.
Automation
I design Playwright automation frameworks with the Page Object Model — reusable fixtures, API validations, and cross-browser coverage that cut regression effort by 40%.
Performance
I model load, stress, spike, and soak scenarios with k6, and watch systems under pressure through Grafana, Prometheus, and Loki dashboards.
AI Testing
I bring LLMs into the QA workflow — using Claude and ChatGPT to speed up test authoring, and applying RAG and vector search in projects like Medibot.
Developer Experience
I care about UI-API-database consistency and clean feedback loops — validating business rules end to end so failures point straight to the cause.
Where I've built quality into the system
A year and a half of hands-on ownership across test automation, performance engineering, and data quality.
Harcourt Butler Technical University
B.Tech in Electronics Engineering · Kanpur, Uttar Pradesh
CGPA: 7.5
Depth across the quality stack
From browser automation to load modeling to agentic AI — the tools I reach for and how confidently I use them.
Tools I reach for daily
A living toolkit spanning automation, performance, data, and AI.
Frameworks and tools built to be trusted
Each project below links to a full case study — problem, architecture, decisions, and results.
Playwright Automation Framework
A POM-based Playwright framework cutting regression effort by 40%.
A TypeScript Playwright framework built around the Page Object Model, extended across an e-commerce platform, a multilingual campaign site, and a multi-portal education platform.
Performance Testing & Observability
Load, stress, spike, and soak testing wired into real monitoring.
A k6-based performance testing setup for TenxYou and Freshterra, with Grafana, Prometheus, and Loki giving the team dashboard-level visibility into latency and errors under load.
API Testing & Data Validation
Postman-driven API testing backed by SQL and Snowflake validation.
API and data validation spanning a live e-commerce platform's feature flags and checkout flow, plus a contract engagement validating retail and CRM datasets with 100% accuracy.
Medibot: AI-Powered Medical Chatbot
A RAG-based medical chatbot with sub-200ms vector search.
An AI chatbot built on a retrieval-augmented generation pipeline, using FAISS for fast vector search and LangChain to integrate HuggingFace models — cutting query resolution time by 60%.
Chatty: Real-Time Chat Application
A Socket.io-powered chat app securing 10K+ users.
A real-time chat application built with Socket.io for live messaging, JWT-based authentication, and a responsive UI with online status tracking that lifted engagement by 40%.
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Numbers that reflect the discipline
Quality work is measurable — here's the footprint across the projects I've owned.
What collaborators say
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“I had the pleasure of working with Bipin, and I can confidently say he is an outstanding SDET. He has a strong understanding of test automation, pays great attention to detail, and consistently delivers reliable, high-quality test solutions. His ability to identify critical issues early in the development cycle has helped improve product quality and streamline releases. Beyond his technical expertise, Bipin is collaborative, proactive, and always willing to support his teammates. He approaches every challenge with a problem-solving mindset and is committed to delivering quality in everything he does. I highly recommend Bipin to any team looking for a skilled and dependable SDET.”
“I had the opportunity to work with Bipin, and his attention to detail in software testing is exceptional. He consistently delivered high-quality automation using Playwright, performed thorough API and database validations, and approached every release with a strong quality-first mindset. He's reliable, proactive, and a great asset to any engineering team.”
“Bipin is an excellent SDET. He automated our regression suite using Playwright, reducing testing time from 4 hours to 30 minutes. His attention to detail and problem-solving skills are outstanding.”
“Bipin brings a strong quality mindset to every project he works on. His testing feedback is always clear, actionable, and backed by solid technical understanding. He communicates effectively with developers and genuinely cares about delivering a reliable product. Any engineering team would benefit from having him.”
“I had the pleasure of working with Bipin, and I can confidently say he is an outstanding SDET. He has a strong understanding of test automation, pays great attention to detail, and consistently delivers reliable, high-quality test solutions. His ability to identify critical issues early in the development cycle has helped improve product quality and streamline releases. Beyond his technical expertise, Bipin is collaborative, proactive, and always willing to support his teammates. He approaches every challenge with a problem-solving mindset and is committed to delivering quality in everything he does. I highly recommend Bipin to any team looking for a skilled and dependable SDET.”
“I had the opportunity to work with Bipin, and his attention to detail in software testing is exceptional. He consistently delivered high-quality automation using Playwright, performed thorough API and database validations, and approached every release with a strong quality-first mindset. He's reliable, proactive, and a great asset to any engineering team.”
“Bipin is an excellent SDET. He automated our regression suite using Playwright, reducing testing time from 4 hours to 30 minutes. His attention to detail and problem-solving skills are outstanding.”
“Bipin brings a strong quality mindset to every project he works on. His testing feedback is always clear, actionable, and backed by solid technical understanding. He communicates effectively with developers and genuinely cares about delivering a reliable product. Any engineering team would benefit from having him.”