Shanmukhi Goli
@shanmukhigoli
I build AI-enabled developer platforms and distributed cloud infrastructure at scale.
IndiaWhat I'm looking for
At Atlassian, I lead architecture and delivery for DevPlatform, a Remote Developer Environments platform used by thousands of engineers. I’ve helped reduce development-environment costs by approximately 85% and cut setup time from days to under two minutes.
I build AI-enabled engineering workflows using LLMs, RAG, embeddings, and repository-aware assistance. My work includes an AI developer-support agent that reduced common support resolution from about four hours to about 30 minutes, plus IntenTrace, a beta requirement-alignment system projected to reduce drift and rework by up to 50%.
Through Mercor, I design and validate evaluation tasks for AI coding agents in private GitHub repositories, covering source-level analysis, debugging, test validation, rubric design, and AI-generated code review.
I’ve also architected cloud-native platforms at O4S, Chegg, Motivity Labs, Trimble, and Microsoft, spanning supply-chain traceability, content delivery, microservices integration, telematics, and CRM. I’m open to select freelance and advisory work in AI engineering, agent evaluation, developer productivity, and cloud-native architecture.
Experience
Work history, roles, and key accomplishments
Design and review software-engineering evaluation tasks that benchmark how well AI coding agents reason about real repositories, debug failures, and produce reliable code.
• Authored and validated SWE evaluation tasks for private GitHub repositories, testing whether AI agents can navigate unfamiliar codebases, reason about source-level behavior, diagnose issues, and design effective tests.
• Perfo
Lead architecture and delivery for DevPlatform, Atlassian’s Remote Developer Environments platform serving thousands of engineers.
• Reduced development-environment costs by ~85% through platform architecture, usage optimization, and operational improvements.
• Reduced environment setup from days to under two minutes, improving developer onboarding and reducing environment reproducibility issues.
Architected and delivered a next-generation supply chain traceability and logistics platform, which improved operational visibility and accelerated partner onboarding. Enhanced reliability and scalability through real-time event streaming.
- Designed and implemented the platform architecture to support large-scale data ingestion and processing with minimal latency.
- Developed a streamlined onboar
Architected and delivered a cloud-native content delivery platform that was highly available, faulttolerant,
and cost-optimized, enabling seamless large-scale content authoring, moderation, and
publishing.
- Owned and managed the content authoring infrastructure end-to-end, ensuring consistently high
performance, reliability, and continuous availability.
- Successfully led a migration from on-prem
Architected and delivered a microservices-based integration platform for Vertafore, enabling seamless
interoperability across distributed applications and improving release agility.
- Designed a fluent validation framework that standardized data integrity checks across services, which reduced defects and maintenance effort.
- Built centralized logging using Apache Cassandra, enhancing observabilit
Architected and launched a real-time telematics platform for heavy machinery tracking, enhancing fleet security and operational efficiency.
- Implemented secure remote immobilization controls, enabling theft prevention and remote shutdown capabilities.
- Boosted unit test coverage to ~90% for mission-critical systems which improved reliability and reducing production defects.
- Localized geolocati
Buit a customer engagement solution on Microsoft Dynamics CRM, extending its capabilities to meet specialized business needs while ensuring high performance and maintainability.
- Designed and implemented custom CRM modules with ~90% unit test coverage, reducing production defects and improving release confidence.
- Integrated CRM workflows with external systems to enable seamless data flow and en
Sr. Project Engineer
Nov 2005 - May 2008 (2 years 6 months)
Delivered enterprise-grade software solutions for global clients, improving time-to-market, code
reliability, and cross-team execution.
- Led requirements analysis, technical design, and implementation for multiple mission-critical
projects, ensuring alignment with client business objectives.
- Coordinated geographically distributed teams to ensure on-time, high-quality releases.
- Authored detail
Education
Degrees, certifications, and relevant coursework
DOEACC
Master of Computer Applications, Computer Science
2000 - 2002
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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