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// SDET · TEST AUTOMATION · AI-ASSISTED QA

SUDIPTA
MOHANTY.

Lead SDET · 5+ yrs · Playwright · CI/CD · AI-assisted QA

I build the automation frameworks, CI/CD pipelines and AI-assisted QA workflows that stop bugs before production.

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Get in touch → ⤓ Download CV View my work
✦ see my multi-agent QA pipeline in action →
github.com/hermionesin/sudiptamohanty
5+Years in QA (5y 2m)
500+Test cases automated
320+Test cases designed
40%Fewer escaped defects
CERTIFIED A\Claude 101Anthropic · 2026 CSMCertified ScrumMaster®Scrum Alliance · 2025 SeSelenium 101LambdaTest · 2024 QEQE&T Engineer L2Capgemini · 2022
Portrait of Sudipta Mohanty
QUALITY_GATE: ACTIVE
$ pytest --browser all -n auto
chrome · firefox · edge · webkit  PASSED
$ whoami
sdet · scrum master
01 / ABOUT

About

BENGALURU, IN

I'm an SQA Engineer / SDET with 5+ years of testing large, database-heavy utility platforms, including RF mesh network and HES/NMS integration testing across 4 production clusters in a high-availability environment.

I build Playwright, Selenium and Pytest frameworks, design Azure DevOps and AWS CI/CD pipelines, and own the quality gate for an external automation team: coding standards, PR review and requirement traceability.

Lately I've been working on AI-assisted QA, using Claude and Cursor for test generation, defect triage and reporting, so engineers spend less time on repetitive work and more on finding real problems.

"Quality isn't a phase at the end. It's built in from the first commit."
01

Shift-left by default

Test scope and estimates come from the FRD and SRS before development finishes.

02

Only real findings

Automated triage separates product defects from env, data and test noise.

03

Traceable coverage

Every test maps to a requirement, so everyone can see what's covered and what isn't.

04

Pipelines, not heroics

Repeatable CI/CD that ships safely without someone having to step in.

02 / GROWTH

Level-Up Log

MANUAL → AGENTIC
2021
LV.1 · FOUNDATIONS

Manual & API Testing

Started at Capgemini with functional, regression and REST API testing. Wrote and ran 200+ API tests across 5+ services.

PostmanPython RequestsJIRA
2023
LV.2 · AUTOMATION

Built a Framework From Scratch

Built a Selenium + Pytest framework with POM, DDT and Grid parallel runs. Automated 500+ test cases and cut regression time by half.

Selenium GridPytestAllure
2023 →
LV.3 · DEVOPS

Owned the Pipelines

Designed Azure DevOps and AWS CI/CD for 10+ microservices and the Android apps, with 60–80% faster deployments.

Azure DevOpsAWSAppiumDocker
2023 →
LV.4 · AI-ASSISTED QA

Multi-Agent QA Workflows

Set up Claude fan-out/fan-in agents for test generation, defect triage and reporting. Escaped defects fell by 40%.

ClaudeCursor AIMulti-agent
NOW
LV.5 · AGENTIC QA ● LIVE

Agentic QA Framework + RAG

Building a Playwright framework that triages its own failures, replays sessions to get past the CAPTCHA, and includes a RAG assistant over product docs.

PlaywrightFAISSRAGClaude
03 / EXPERIENCE

Experience

JUL 2023 — PRESENTKolkata, IN

Lead SQA Engineer (SDET)

Iskraemeco India · Anantya HES/MDM · Synkra · SYMBIOT · Govt. Utilities

In short: built the test automation and CI/CD across 3 product lines from scratch, introduced Claude multi-agent QA, and own the quality gate for an external automation team.

−50% regression time−40% escaped defects60–80% faster deploys
Show details
  • Cut regression time by 50% (500+ cases) with a Pytest + Selenium framework: POM, DDT, Selenium Grid parallel cross-browser runs and Allure reports.
  • Reduced sprint defect escape by 40% with Claude-based fan-out/fan-in multi-agent QA workflows for test generation, triage and reporting.
  • Improved deployment efficiency by 60–80% across 10+ .NET microservices and React/Android apps with Azure DevOps YAML pipelines.
  • Built AWS CI/CD (CodePipeline + CodeBuild) on EC2, S3, Route 53, CloudFront, ALB and VPC peering for zero-downtime deploys.
  • Own the automation quality gate for an external team: coding standards, PR conventions, test strategy and review checklist.
  • Validated Kafka (KRaft) and RabbitMQ on Linux VMs and wrote the HLD/LLD docs the team adopted.
SEP 2021 — JUL 2023Bengaluru, IN

Senior Analyst — SDET & Test Automation

Capgemini

In short: API and regression testing across 5+ backend services, with 8 releases in a row delivered on time and no UAT bug leakage.

200+ API tests−35% P1/P2 defects−25% resolution time
Show details
  • Ran 200+ REST API tests across 5+ services, cutting P1/P2 defects by 35% sprint over sprint.
  • Led regression and sanity phases across 8 releases with no UAT bug leakage, using EP and BVA.
  • Cut defect resolution time by 25% by owning the full JIRA/Confluence bug lifecycle.
04 / PROJECTS

Flagship Work

AGENTIC QA · UI AUTOMATION

Agentic QA Framework

Anantya HES web client · Playwright + Pytest · Dec 2025 – present
  • Cross-browser Playwright framework (Chrome, Edge, Firefox, WebKit) with POM and auto-waiting, with no hard sleeps.
  • Got past the server-side CAPTCHA with session capture and replay, so runs have zero false auth failures.
  • Automated failure triage with screenshots, traces and video, so the defect register holds only real findings.
  • Local RAG over product docs (FAISS + sentence-transformers + Claude) for cited spec and OBIS lookups.
PlaywrightPytestAllureClaudeFAISSRAG
CLICK A LAYER TO INSPECT ↓
Page Object Model with auto-waiting locators. Runs on Chrome, Edge, Firefox and WebKit.
INTEGRATION · SCALE · PRODUCTION

RF Meters Communication & Integration Testing

Anantya HES/NMS · Wirepas RF Mesh · Jul 2023 – present
  • Validated HES/NMS integration, failover and data sync in an HA Proxy environment to protect go-lives.
  • Wrote 124+ test cases from the FRD and analyzed ~71 SRS use cases before development finished.
  • Traced 160 failed device registrations to two root causes.
  • DLMS/COSEM checks with Gurux and SQL Server, plus scale and load testing and on-site L1/L2 support.
DLMS/COSEMSQL ServerHA ProxyGrafanaPrometheus
160Failed registrations traced to 2 root causes
4Production clusters
124+Test cases authored
GEN AI · MULTI-AGENT

Multi-Agent AI QA Pipeline

Anantya HES/MDM Automation Framework
  • A Claude-based fan-out/fan-in pipeline for test generation, defect triage and QA reporting, built with Cursor AI.
  • Integrated into Azure DevOps alongside the Selenium + Pytest + POM framework.
ClaudeCursor AIAzure DevOpsSelenium
40%Less manual QA / sprint
3Browsers in parallel
CI/CD · MOBILE

Multi-Service CI/CD Platform

Synkra Android Mobile Suite
  • Azure DevOps YAML pipelines with Appium Android automation, parallel builds, self-hosted agents and S3 artifacts.
  • Full HLD/LLD documentation for the pipeline lifecycle.
Azure DevOpsAppium.NETAWS S3
60%Faster deploy lead time
80%Mobile deploy efficiency
05 / LIVE DEMO

Agent Swarm

FAN-OUT → FAN-IN

This is how my multi-agent QA pipeline works. One orchestrator splits a release into tasks for specialist agents, they work in parallel, and the results come back to the orchestrator for one verdict. Press Deploy swarm, then move your mouse through the agents.

● IDLE · awaiting task

Visualisation of my pipeline design · numbers in this demo are simulated

06 / CODE

On GitHub

REAL REPOS

My company work is under NDA, so here's code you can actually open: test frameworks, QA tools and side projects.

QA tooling↗

bugblast

API fuzzing tool for QA engineers: throws chaotic payloads at endpoints to find what breaks.

Python
API testing↗

API-TEST-FRAMEWORK

REST API test framework in Python.

Python
UI automation↗

TravelWebsiteAutomation

Maintainable Selenium + Pytest framework automating the BlazeDemo travel site end to end.

Selenium · Pytest
UI automation↗

GoDaddyAutomation

Step-by-step Selenium + Python + Pytest automation of the GoDaddy website.

Selenium · Pytest
AI / automation↗

AIJobApplier

AI-assisted job application automation.

Python · AI
Side project↗

KotoDama

"Every story deserves a voice."

Python
See all repositories on GitHub ↗
07 / SKILLS

Skills Matrix

#SYS-01AUTOMATION

UI Test Automation

PlaywrightSeleniumPytestxdistGridPOM
#SYS-02AUTOMATION

API & Mobile

PostmanRequestsAppiumAllureLambdaTest
#SYS-03AI / GENAI

AI-Assisted QA

ClaudeCursor AIMulti-agentFan-out/in
#SYS-04AI / GENAI

RAG Pipelines

FAISSsentence-transformersCited answers
#SYS-05CI/CD

Pipelines

Azure DevOps YAMLGitHub ActionsCodePipelineDockerIIS
#SYS-06CLOUD

AWS & Infra

EC2S3Route 53CloudFrontALBVPC
#SYS-07DATA

Data & Messaging

SQL ServerKafka KRaftRabbitMQGrafanaInfluxDB
#SYS-08QA CRAFT

Test Design

EPBVADecision tablesRisk-basedRCA
#SYS-09QA CRAFT

Process

Agile/ScrumTDDShift-leftSTLCHLD/LLD

// EDUCATION

MCA — SRM University KTR2020–22 · CGPA 8.9
BCA — Techno India Main2017–20

// CERTIFICATIONS & AWARDS

Claude 101Anthropic · Aug 2026 · verify ↗
Certified ScrumMaster® (CSM)Scrum Alliance · Dec 2025 – Dec 2027 · verify ↗
Selenium 101LambdaTest · Mar 2024 · verify ↗
Python Automation and TestingLinkedIn Learning · Sep 2023 · verify ↗
SQL (Advanced)HackerRank · Dec 2023 · verify ↗
Jenkins: Automating your delivery pipelineCoursera · Apr 2022 · verify ↗
QE&T Engineer, Levels 1 & 2Capgemini · 2022 · verify ↗
Docker Foundations Professional CertificateDocker
🏆 Sogeti Q1 Rockstar AwardCapgemini · May 2022
08 / CONTACT

Let's ship something
bug-free.

Message on LinkedIn ↗ View GitHub ↗

⤓ Download my CV (PDF)
LinkedIn ↗ GitHub ↗