I build systems that move businesses forward.↗

Chapter 01 / Curiosity becomes useful

The first real problem

College began during COVID, an unlikely setting for a new venture. It was there that I met Ajay Suresh ↗, and our conversations about technology quickly became experiments in building.

A family friend who ran a catering business asked us for help going online. Together, we created a Google Business presence, a website and social media support—our first chance to turn classroom knowledge into a real business outcome.

Chapter 02 / Learning by delivering

From one client to a team

That first project brought us referrals from camera resellers, daycare businesses, clothing brands and other small businesses. Ajay and I brought our college friends together and named the freelance team Assistant Universe.

Every project taught me practical lessons in pricing, client communication, timelines, development and team coordination. We made mistakes, learned from them and took responsibility for every outcome.

• Client management
• Project delivery
• Team building

Chapter 03 / A bigger challenge

Accend Plus Technologies

We turned the freelance effort into a registered company and worked with more than seven clients, including more than two international clients. Along the way, we moved from standard digital projects toward complex business systems.

One website client asked us for a customised ERP. We accepted, designed and delivered it—proof that we could understand a business from the inside and build software around its operations.

“Can you build a customised ERP system for our business?”

Chapter 04 / Building range

Research and technical foundations

My B.Tech in Artificial Intelligence and Data Science opened paths across AI, data, cybersecurity, full-stack development, AR/VR and enterprise systems. I authored an IEEE-published conference paper and later contributed to another published paper at Noobtron.

CEH and CRISC certifications deepened my cybersecurity grounding. An AR/VR course at MBCIE University ended with a Top 3 team finish, and I applied those ideas in my final-year projects.

• AI & Data
• Cybersecurity
• AR / VR
• Research

Chapter 05 / Operating at scale

From Mphasis to Grundfos

After college, predictable income and family responsibilities made the professional path the practical choice for me. At Mphasis, I gained corporate exposure through SQL, data and software work before joining Grundfos as an intern.

At Grundfos, I took a Shipment Tracking System from an operational idea to a live application, improving visibility across supply-chain work. That project took me to Denmark and earned me Best Student Intern recognition.

Chapter 06 / The clear path

A career taking shape

In May 2025, a full-time opportunity at Grundfos confirmed that the conventional career path was working for me. I continued learning across digitalisation, data, cross-functional delivery and system engineering.

My startup idea moved further into the background, but my conversations with Ajay never completely stopped.

Chapter 08 / Returning with experience

We reunite. TLINSY begins.

I called the people who had been part of my journey from the beginning. Ajay returned, and my friends from the college years joined me again—not as students freelancing between classes, but as professionals shaped by enterprise work, setbacks and responsibility.

Through TLINSY, I carry forward the idea behind every chapter: understand a real operational problem, then build an intelligent system that creates measurable value.

See the work this journey shaped ↓