RG. Let’s talk

DEVELOPER INFRASTRUCTURE · BACKEND · AI

I build the
systems that
move software.

I’m Ritik — an engineer building developer infrastructure and AI tooling. I work across backend systems, distributed CI, and GenAI to make software teams faster and more effective.

Explore my work See my impact
3+ YEARS IN ENGINEERINGBENGALURU, INDIAJAVA · PYTHON · GO
DEVELOPER INFRASTRUCTUREDISTRIBUTED SYSTEMSGENAI TOOLINGBACKEND ENGINEERING

SELECTED IMPACT 01 — 04

Engineering that
moves the needle.

Developer infrastructure, CI efficiency, real-time diagnostics, and AI assurance. Quality engineering is one part of a broader systems portfolio.

HYPEREXECUTE CLI · REGRESSION INFRA01
~86%

Turned a multi-hour gate into a fast feedback loop.

Re-architected CLI regression execution from 2–4 hours to 25–35 minutes. Expanded binary validation from Mac-only to Linux, Windows, and Mac while increasing scenarios from 102 to 112 with zero duplicates.

JAVA CONCURRENCYMULTI-OS CIRUNNER ARCHITECTURE
CI PLATFORM · COST & THROUGHPUT02
−51% cost

More throughput from the same CI estate.

Designed and rolled out a framework-level CI execution optimization across HyperExecute workflows, reducing GitHub minutes per cycle by 32.3% and CI cost by 51.2% across the initial 11-workflow phase, with zero regressions.

CI EFFICIENCYRESOURCE CONSOLIDATIONZERO REGRESSIONS
ORG-WIDE DEVELOPER TOOLING03
20+ workflows

Failure context, while the run is still live.

Built an Instant Failure Summary engine adopted across product teams. A readable live table shows passed and failed case counts and the specific failure immediately, with stack-trace parsing, deep links, and live issue updates—no post-run wait or wall of raw logs.

GITHUB ACTIONSRUNTIME DIAGNOSTICSDEVELOPER EXPERIENCE
SENTINEL · AGENTIC AI ASSURANCE04
AI × MCP

Assurance for tool-using agents.

Built and shipped Sentinel, a continuous-assurance system for an internal 22-tool MCP server. It combines deterministic checks with a live LLM agent that discovers, selects, and chains tools—including error recovery.

The differential oracle detects response and schema drift against the REST source of truth. Flake isolation distinguishes transport issues from real defects; headless CI runs on schedule and each ship, with Slack alerts.
PYTHONMCP SDKLLM AGENTSCONTRACT TESTINGCI ASSURANCE

Also contributed to a multi-agent LLM system that turns Jira tickets into working code—and serve as a technical point of contact across KaneAI and Test Manager.

AI-ASSISTED ENGINEERING
Explore code on GitHub ↗

EXPERIENCE 02 — 04

Engineering at
production scale.

Infrastructure, AI tooling, performance, and quality systems — designed for the way engineering teams ship software.

SEP 2023 — PRESENT
LAMBDATEST · TESTMU AI

Senior Member of Technical Staff (SDET)

LambdaTest

3+ years building developer infrastructure and automation for HyperExecute. Promoted from Junior Member to Member to Senior Member of Technical Staff in under three years; now the go-to technical lead across teams.

SEP 2023 — JUL 2024Junior Member
of Technical Staff
→
AUG 2024 — JUL 2026Member
of Technical Staff
→
JUL 2026 — NOWSenior Member
of Technical Staff
~86%Faster CLI regression cycle
−51.2%CI cost · zero regressions
20% → 68%Coverage · 96 E2E scenarios · 70% less manual verification
3 / dayRelease cadence · runs 40% faster
  • Own end-to-end automation for HyperExecute and re-architected its CLI regression pipeline: 2–4 hours down to 25–35 minutes, with Mac, Linux, and Windows coverage.
  • Designed and drove a framework-level CI execution optimization program: phase one cut GitHub minutes per cycle by 32.3% and cost by 51.2% across 11 workflows, with zero regressions; now deployed across 14 workflows.
  • Built the org-wide Instant Failure Summary engine, delivering real-time pass/fail counts and focused error context across 20+ workflows; adopted by all product teams.
  • Built and shipped Sentinel for MCP assurance and contributed to a multi-agent LLM system that turns Jira tickets into working code.
  • Serve as the cross-product technical point of contact for KaneAI and Test Manager; design production-scale JMeter/Gatling performance tests and engineer CI/CD across Jenkins, GitHub Actions, and Azure DevOps.
JAVAPYTHONGOGITHUB ACTIONSJENKINSDOCKER · KUBERNETESJMETER · GATLINGLLM SYSTEMS
01
APR 2023 — SEP 2023
JABALPUR, INDIA

Software Development Engineer Intern

Retinodes Pvt. Ltd.
+30%Service throughput
−90%Manual reporting
+35%Faster PySpark ETL
  • Designed Django and Java microservices with REST APIs and inter-service communication.
  • Delivered a real-time Django and PostgreSQL analytics dashboard with dynamic filtering and server-side aggregation.
  • Optimized PySpark ETL pipelines and prototyped Java/Python backend services, accelerating delivery by 20%.
DJANGOJAVAPYTHONPOSTGRESQLPYSPARKREST APIs
02

ABOUT & TOOLKIT 03 — 03

Backend roots.
Systems mindset.

I build tools and infrastructure that help teams work with more speed, clarity, and confidence — from reliable backend services to AI-assisted engineering.

My work reaches well beyond automation testing. I’ve re-architected distributed execution systems, built developer tooling used across product teams, designed performance infrastructure, and worked on multi-agent LLM experiences.

I’m most interested in the engineering behind better developer workflows: backend systems, cloud infrastructure, and practical GenAI.

Let’s talk about what’s next ↗
PROGRAMMING

Java · Python · JavaScript · Go · Shell

BACKEND & DATA

REST APIs · Microservices · FastAPI · PostgreSQL · MySQL · MongoDB · Redis

AI & TOOLING

LangChain · Claude API · LLM integration · Prompt engineering · RAG pipelines

CLOUD & DELIVERY

AWS · Jenkins · GitHub Actions · Azure DevOps · Docker · Kubernetes

QUALITY & PERF

Playwright · Selenium · REST Assured · Appium · PyTest · JMeter · Gatling · Postman · Grafana

EDUCATION
Master of Computer Applications · CGPA 8.45Jabalpur Engineering College · 2021–2023
Relevant courseworkSoftware Engineering · Software Testing · Data Structures · Cloud Computing · Database Systems

HAVE A ROLE OR A CHALLENGE IN MIND?

Let’s build something
that works better.

Get in touch ↗