Ashutosh Singh

Professional Introduction

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Ashutosh Singh

Engineer. Founder. Builder.

I ship products from zero to production.

Pune, India
+91-9503999217ashu.singh212@gmail.com

Technical founder and full-stack engineer with 13+ years of experience. Built and shipped two products from zero: Rigour (open-source quality gates for AI-generated code, 44 releases on NPM) and Rigovo (AI-powered technical hiring platform). Deep expertise in TypeScript, distributed systems, developer tooling, and the AI agent ecosystem.

Quick Stats

Experience13+ years
Users Impacted100K+
Avg Performance Gain75%
🏆

Built & Shipped from Zero

Created Rigour — an open-source quality gate system with 19 deterministic gates, 44 releases on NPM, and MCP integration for Claude, Cursor & VS Code. Also built Rigovo, an AI interviewer processing 6,824 signal events across 82 pilot interviews.

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About Me

Technical founder who builds production systems from scratch — then ships them

2
Products Shipped
44
NPM Releases
19
Quality Gates Built
13+
Years Engineering

Professional Summary

Technical founder and full-stack engineer with 13+ years of experience. Built and shipped two products from zero: Rigour (open-source quality gates for AI-generated code, 44 releases on NPM) and Rigovo (AI-powered technical hiring platform). Deep expertise in TypeScript, distributed systems, developer tooling, and the AI agent ecosystem.

Most recently built Rigour — an open-source quality gate system with 19 deterministic gates, AST-based complexity analysis, security vulnerability detection, and an MCP server for Claude Desktop, Cursor, and VS Code. Also created Rigovo, an AI interviewer with voice interaction and real-time 15-signal verification.

Before founding, led engineering at Turing (AI/AGI platforms, distributed agent systems) and ICE Mortgage Technology (cloud migration, CI/CD, analytics). 13+ years across TypeScript, Python, GCP, AWS, and distributed systems.

Key Highlights

Founder & Builder

Built two products from zero to production: Rigour (open-source quality gates for AI code, 44 releases on NPM) and Rigovo (AI-powered technical hiring with voice interviews and 15-signal verification).

Developer Tooling & AI Agents

Deep expertise in AST analysis, MCP protocol integration, Fix Packet schemas, multi-agent governance, and building tools that enforce engineering standards deterministically.

Engineering Leadership

Led cross-functional teams at Turing and ICE Mortgage Technology. Mentored 12+ engineers, delivered 30+ projects, and drove cloud migrations improving scalability by 48%.

Full-Stack Production Systems

TypeScript, Python, Node.js, React, GCP, AWS. Comfortable across the entire stack from AST parsers to CI/CD pipelines to voice AI systems.

Experience

A journey of 13+ years in software engineering and team leadership

Turing

Current

Delivery Manager / Senior Engineering Manager

Jul 2025 - Present
Remote, India
  • Lead end-to-end delivery for AI/ML and LLM initiatives focused on AGI and production-ready systems
  • Own technical execution across: Taxonomy Generation Service, Terminal Benchmark SOTA Validation, OSWorld Benchmark SFT, RAG Service
  • Implement audit trails, dynamic retry taxonomies, and feedback loops to increase reliability
  • Stack: GCP, Kubernetes, FastAPI, PostgreSQL, Redis
GCPKubernetesFastAPIPostgreSQLRedisAI/MLLLMAGI

ICE Mortgage Technology

Recent

Senior Software Engineer / Lead

Aug 2024 - Jun 2025
Atlanta, USA and Pune, India
  • Reduced deployment cycles 85% via CI/CD automation
  • Increased messaging throughput 65%
  • Built user-behavior analytics improving data accuracy 35%
  • Led cloud migration improving scalability 48%
  • Mentored a 12-engineer team
AWSCI/CDAnalyticsCloud MigrationTeam Leadership

ICE Mortgage Technology

Recent

Lead Software Engineer

Feb 2024 - Aug 2024
Pune, India
  • Delivered AI analytics and LLM tools
  • Improved prediction accuracy and issue resolution 40%+
  • Improved system efficiency 37% by removing bottlenecks and optimizing workflows
AI AnalyticsLLMSystem OptimizationPerformance Tuning

ICE Mortgage Technology

Previous

Staff Software Engineer

Sep 2020 - Feb 2024
Pune, India
  • Delivered 30+ projects, improving team output 28%
  • Built Micro UI Simulator cutting testing time 40%
  • Maintained compliance documentation for 30+ projects
MicroservicesUI TestingProject ManagementCompliance

Xoriant Solutions Pvt. Ltd

Previous

Technical Lead

Oct 2017 - Sep 2020
Pune, India
  • Built scalable AWS data pipelines improving processing efficiency 30%
  • Coordinated multi-project delivery across 5+ teams to improve alignment and throughput
AWSData PipelinesMulti-team CoordinationTechnical Leadership

Various Companies

Early Career

Senior Software Engineer

2012 - 2017
Multiple Locations
  • Senior Software Engineer at Globant, Tavisca Solutions, Aloha Technology
  • Freelancer developing various software solutions
  • Built foundation in software engineering and development practices
Software DevelopmentMultiple TechnologiesFreelancing

Skills & Expertise

Comprehensive technical skills across the full software development lifecycle

AST Analysis (web-tree-sitter)

92%

MCP Protocol (Model Context Protocol)

90%

CLI Development (Commander, Zod)

88%

Monorepo Architecture (pnpm)

85%

Code Quality & Static Analysis

92%

NPM Package Publishing & CI/CD

90%

Certifications

AWS Certified Solutions Architect — Associate

Amazon Web Services

Key Technologies

TypeScriptPythonAST AnalysisMCP Protocolweb-tree-sitterZodNode.jsReactGCPAWSpnpm MonorepoGitHub ActionsVitestFastAPIVoice AILLMDockerKubernetesCI/CDOpen Source

Key Projects

Detailed showcase of major projects and achievements across my career journey

Production

Rigour - Quality Gates for AI-Generated Code

Jan 2026 - Present
Founder & Solo Engineer

Open-source system that forces AI coding agents to write production-grade code. Sits between the agent and the codebase, enforcing structural, complexity, and security standards before code ships.

AI agents routinely claim "done" while leaving TODO comments, God files, and complexity violations. Rigour solves this with a stateless feedback loop: deterministic quality gates check the filesystem, produce structured Fix Packets (machine-readable JSON diagnostics), and the agent self-heals. No cloud, no telemetry, fully local. Published on NPM with 44 semantic releases, MIT licensed, with MCP server integration for Claude Desktop, Cursor, and VS Code.

Technologies Used

TypeScriptNode.jsweb-tree-sitterAST AnalysisZodMCP ProtocolVitestpnpm MonorepoGitHub Actions
WebsiteDocumentationGitHubNPM

Key Achievements

  • Engineered 19 quality gates: cyclomatic complexity, method count, nesting depth, file size, content hygiene, security vulnerabilities (SQLi, XSS, CSRF, prototype pollution)
  • Invented Fix Packet v2 schema — structured JSON diagnostics that agents consume to self-heal without human intervention
  • Built multi-agent governance: scope isolation, conflict detection, checkpoint supervision, context drift prevention
  • Implemented MCP server for native integration with Claude Desktop, Cursor, Cline, and VS Code
  • Architected as a pnpm monorepo (4 packages, ~3,300 SLOC) with strict TypeScript and Zod schema validation
  • Published 44 semantic releases across @rigour-labs/core, @rigour-labs/cli, and @rigour-labs/mcp on NPM
  • Built Supervisor Mode: iterative agent execution with automated gate checks and Fix Packet feedback loops
  • Supports TypeScript, JavaScript, and Python via web-tree-sitter AST analysis with universal fallback

Impact Metrics

44 on NPM
releases
19 Quality Gates
gates
3 Languages
languages
Zero Dependencies
cloud

Get In Touch

Ready to discuss your next project or explore opportunities? Let's connect.

Email
ashu.singh212@gmail.com
Phone
+91-9503999217
Location
Pune, India

Connect With Me

Featured Achievement

Reduced OSWorld++ evaluation costs by 67% through intelligent Pioneer/Follower caching architecture — saving $16,757 per full run while maintaining 100% success rate.

Email MeLinkedIn

Ashutosh Singh — Technical Founder & Full-Stack Engineer

Founder of Rigour Labs. Creator of Rigour (open-source quality gates for AI-generated code) and Rigovo (AI-powered technical hiring platform). 13+ years shipping production systems across TypeScript, Python, GCP, AWS, and distributed systems.

Rigour — Open-Source Quality Gates for AI Code

Rigour is a local-first, deterministic quality gate system with 19 gates including AST-based complexity analysis, security vulnerability detection, and content hygiene. Features Fix Packet v2 schema for agent self-healing, MCP server integration for Claude Desktop, Cursor, and VS Code, multi-agent governance with scope isolation and conflict detection, and Supervisor Mode for iterative agent execution. 44 semantic releases on NPM. MIT licensed. Zero cloud dependencies.

  • Website: https://rigour.run
  • Documentation: https://docs.rigour.run
  • GitHub: https://github.com/rigour-labs/rigour
  • NPM: https://www.npmjs.com/package/@rigour-labs/cli

Rigovo — AI-Powered Technical Hiring

Rigovo deploys Maya, an autonomous AI interviewer conducting 20-45 minute adaptive technical interviews via voice. Features 15-signal real-time verification engine, AI Collaboration Depth measurement, evidence reports with skill-by-skill scoring, and enterprise features including Stripe billing, WorkOS SSO, and GDPR/CCPA compliance. 82 beta interviews processed generating 6,824 signal events.

  • Website: https://rigovo.com
  • Product: https://rigovo.com/product

Technical Expertise

Developer Tooling: AST analysis (web-tree-sitter), Model Context Protocol (MCP), CLI development, monorepo architecture, NPM package publishing, CI/CD pipelines. Programming: TypeScript, Python, Node.js, React, Next.js, FastAPI. Cloud: GCP, AWS, Docker, Kubernetes, GitHub Actions. AI/ML: LLM integration, Google Gemini, agent governance, voice AI (LiveKit). Data: PostgreSQL, Redis, Supabase, Prisma.

Contact

Email: ashu.singh212@gmail.com | GitHub: https://github.com/erashu212 | LinkedIn: https://www.linkedin.com/in/ashu212/ | Portfolio: https://erashu212.vercel.app