Engineering Notes

Engineering Notes

Thoughts and Ideas on AI by Muthukrishnan

Senior Engineering Leader Scaling Teams & Systems from Startup to Enterprise

06 Feb 2026

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

Technical Architecture & Development

AI & Machine Learning

Product & Business


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:

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:


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:


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

  1. 18060,274: Processing Techniques for Fast and Accurate Identification of Application Screens Using Optical Character Recognition

  2. 18/307,280: Cross-Application Walkthrough Guides from Desktop App to Desktop App, Desktop App to Browser and Browser to Desktop App

  3. 18478,379: System and Method for Detecting a Change in a Context of an Application

  4. 18/454,118: System and Method for Detecting a Change in Context of an Application Using Subsections

  5. 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.

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