Senior Engineering Leader Scaling Teams & Systems from Startup to Enterprise
- Mobile: +91 9964929755
- Email: muthukrishnan.t[@]hotmail.com
- Blog: notes.muthu.co
- GitHub: github.com/muthuspark
- LinkedIn: linkedin.com/in/mkrimuthu
- Location: Bangalore, India
PROFESSIONAL SUMMARY
Senior Engineering Leader with 16+ years of experience building and scaling engineering organizations, SaaS platforms, and AI-driven systems. Track record of growing teams from 0 to 30, launching products from MVP to $2M+ revenue, and holding 5 patents in application intelligence.
Currently leading enterprise-wide AI transformation, previously scaled desktop and mobile products at a Series D startup. Former startup founder with hands-on expertise across full-stack development, system architecture, and go-to-market execution.
CORE SKILLS
Leadership & Management
- Engineering Team Leadership (10-30 engineers)
- Talent Acquisition & Development
- Process Optimization & Cross-functional Collaboration
- Technical Strategy
- Performance Management
- Mentoring & Career Development
- Startup Leadership & Founding Experience
Technical Architecture & Development
- System Design & Software Architecture
- Full-stack Development: Java, Python, JavaScript
- Database Design: ClickHouse, Redis, MySQL, various NoSQL solutions
AI & Machine Learning
- AI Agent Frameworks: LangGraph, CrewAI, AutoGen, Google ADK
- LLM Integration: Prompt Engineering, RAG Pipelines, Context Engineering
- Human-AI Collaboration Systems & AI-first Workflow Design
- NLU & Conversational AI (Dialogflow)
Product & Business
- Technical Product Management
- Revenue-focused Engineering
- Patents & Technical Documentation
- Customer-facing Solutions
- B2B SaaS Platforms
WORK HISTORY
AI Transformation Lead, Sanas AI
2024 to Present
Leading enterprise-wide AI transformation, taking AI initiatives from isolated experiments to an integrated platform handling core workflows across engineering teams.
Key Achievements:
- Designed and implemented an AI-first operating model where AI agents are embedded across engineering workflows, replacing ad-hoc tool usage with systematic human-AI collaboration
- Built the business case and ROI framework for AI investment, securing executive and investor buy-in with measurable productivity metrics
- Architected cross-functional AI infrastructure that compounds capabilities across teams rather than remaining siloed in individual functions
- Restructured team workflows and role definitions to optimize for human-AI collaboration at scale
Engineering Manager & Principal Engineer, Whatfix
2017 to 2024
Led engineering initiatives across multiple roles, growing the Desktop solution from MVP to $2M revenue in three years with patent filings. Managed a team of 12 engineers across 3 different products, with primary focus on Desktop as the highest revenue generator.
Drove engineering process improvements while contributing as an IC on complex features and revenue-generating proof of concepts.
Key Technical Achievements:
- Architected the entire Mobile Solution from scratch using React Native and Node.js microservices architecture, scaling to support enterprise clients
- Led 4-engineer deployment automation team, implementing CI/CD pipelines that reduced deployment time from hours to minutes
- Spearheaded a 6-month research project converting guided walkthroughs to chat interface using Dialogflow and NLU, leading to new product feature adoption
- Served as Solution Architect for key accounts, authoring white papers, code templates, and the full technical content repository
Founder, webzeest.com
2014 to 2016
Founded and built a blogging platform end-to-end — product design, development, launch, and user acquisition.
Software Engineer, Huawei / NextGen Healthcare / Vidyartha
2010 to 2017
Full-stack engineering across telecom, healthcare, and ed-tech domains.
Key Contributions:
- Migrated a career counseling platform from desktop to SaaS using MEAN stack, expanding addressable market
- Developed healthcare APIs serving clinical workflow integrations at NextGen Healthcare
- Built telecom domain solutions at Huawei handling high-throughput network event processing
- Architected browser extension solutions for enterprise clients
ACADEMIC BACKGROUND
Bachelor of Engineering in Computer Science, 2010 CGPA: 9, First Class Distinction Vishweshwaraya Technical University
PUBLICATIONS
Essential Search Algorithms
Comprehensive technical book covering 40+ search algorithms across 7 categories including AI search, graph algorithms, and text matching. Features practical Python implementations, visualizations, and real-world applications. Covers advanced topics from basic linear search to complex algorithms like A*, Monte Carlo Tree Search, and Ant Colony Optimization.
PATENTS
18060,274: Processing Techniques for Fast and Accurate Identification of Application Screens Using Optical Character Recognition
18/307,280: Cross-Application Walkthrough Guides from Desktop App to Desktop App, Desktop App to Browser and Browser to Desktop App
18478,379: System and Method for Detecting a Change in a Context of an Application
18/454,118: System and Method for Detecting a Change in Context of an Application Using Subsections
18/398,544: System and Method of Creating a Shadow Representation of the User Interface for Faster UI Element Retrieval
GET IN TOUCH
Feel free to reach out via email at muthukrishnan.t[@]hotmail.com or connect on LinkedIn.