Gibin Mathew

I’ve worked with Gibin on multiple data and automation projects at Edvoy, and he’s been an absolute rockstar every single time. Even though he wasn’t on my direct team, he always operated with full ownership and made collaboration ridiculously easy.

Whether it was analytics work, large-scale scraping, or building the intake watcher and validation tools, Gibin consistently delivered clean, reliable solutions without any fuss. He understands the product angle just as well as the technical one — which is rare — and it shows in the way he thinks ahead and solves problems before they become blockers.

On top of all that, he’s calm, approachable, and genuinely great to work with. Any team would be lucky to have someone like him.

I managed Gibin directly, so I've seen his work up close for a while now.

Here's what stands out. When Gibin owns something, I don't need to follow up on it. His web automation engine is a good example. It took a slow, repetitive job off our teams' plates and it's run reliably ever since. But what impressed me more was how he measured it. He refused to count runs that users cancelled themselves as wins or losses, so the success rate he reported was one I could actually take to leadership.

He's also the person who picks up the phone late at night when something critical breaks. Then he fixes it and tells you why it broke.

And he builds people, not just systems. Two of his engineers now own big parts of that engine end to end.

I'd hire him again without thinking twice.

I worked with Gibin a few years back and we built a lot of automation together.

He wasn't officially the lead then, but honestly everyone treated him like one. If someone was stuck, they'd just go to Gibin. He'd figure out who should pick up what, help clear the blocker, and then sit with you and work through the tricky bits himself.

A lot of my best work from that time was the two of us taking some boring manual task and automating it. The websites kept changing and breaking our scripts, and we kept fixing them. Good times, looking back!

He's patient, never makes you feel silly for asking, and he's really good at what he does. Not surprised he's leading an automation team now. Would definitely recommend him.

I have had the pleasure of working closely with Gibin at Edvoy, his impact has been truly remarkable. Gibin is one of those rare professionals who combines deep technical expertise with a strong sense of ownership and leadership.

From leading our data analytics initiatives to driving automation and data engineering projects, he has consistently demonstrated innovation, precision, a problem-solving mindset. His ability to build efficient data pipelines, automate complex workflows and translate raw data into actionable insights has been a huge asset to the organization.

Beyond his technical brilliance, what stands out most about Gibin is his collaborative approach and calm demeanor, even under pressure. He is a reliable team player who brings clarity to complex discussions and always ensures that the end goals are achieved with quality and efficiency.

Gibin has been instrumental in shaping Edvoy’s data strategy and is someone I would highly recommend for any role that demands a blend of technical depth, leadership, and innovation.

I report to Gibin, and we've worked together on our config-driven automation engine. Most of what I know about running automation in production, I learned from him on that project.

The thing I respect most? He knows where a bot should stop. OTPs, CAPTCHAs, document checks: those go to a person, and the bot picks up again once they're done. Plenty of engineers would try to automate everything. Gibin designed the human steps in from day one, and that's a big reason the engine holds up as well as it does.

He also trusts his team with real decisions. I've owned parts of the design, presented them to stakeholders, and defended them. When I get something wrong, he tells me privately and helps me fix it. When I get it right, everyone hears about it.

A great manager, and a better engineer than he lets on.

I’ve worked with Gibin on several data operations and automation tasks, and he’s been one of the easiest people to collaborate with. Whenever our Product team needed quick clarity, cleaner data, or fixes to scraping and validation workflows, he always stepped in and got things moving without any drama.

He works fast, understands context quickly, and brings a super practical approach to every problem. On top of that, he’s friendly, approachable, and genuinely fun to work with. Any team would benefit from having someone like him around.

I had the opportunity to work with Gibin on the config-driven automation engine, and it was a valuable learning experience. He gave me the freedom to approach problems independently while providing helpful hints and guidance whenever I needed them.

What I appreciated most was his trust in my work. He allowed me to take ownership of my responsibilities without unnecessary pressure or constant follow-ups, creating an environment where I could focus on delivering quality work and improving my skills. He was also understanding and flexible whenever I needed time off.

His leadership style combines trust, practical guidance, and the freedom to learn through experience. I'm grateful for his support and the opportunity to work with him on this project. I would highly recommend Gibin as a supportive leader who empowers his team to grow and take ownership.

Gibin is a one of the great resource I had in my team. Very positive and thinks out of the box. Excellent person I recommend for automation and data extraction. Started to excel towards data pipeline and development. He has started to lead mini teams and showing great ownership on the same. Excellent resource to have in one's team. Way to go.

I've had the opportunity to work alongside Gibin on automation and data quality, and I've always found him to be a practical and reliable engineer.

One thing that stands out about Gibin is his focus on getting things right rather than simply getting them to work. He has a strong emphasis on verification and data accuracy, which made a real difference when working with data that needed to be reliable and consistent.

He's also someone I could rely on when dealing with challenging Python and SQL problems. He has a good ability to break down problems, understand the root cause, and come up with a cleaner and more effective solution.

Beyond his technical skills, Gibin is approachable, supportive, and willing to share his knowledge with others. He's someone I would be happy to work with again and would recommend to any team looking for a dependable engineer with a strong focus on quality.

Knowing Gibin has been one of the most enriching experiences of my journey. As a Data Analyst, he possesses an exceptional command over data, automation, and their practical applications — but what truly sets him apart is his mindset.

Gibin is a bank of ideas, a naturally curious mind, and a true leader who leads by example. He has this rare ability to learn things from scratch, master them, and then patiently guide others with the same clarity and passion. Whether it’s solving a complex data issue or setting up automated workflows to save hours of manual work, Gibin does it all with precision and humility.

What I admire most about him is his willingness to help — there is no such word as “no” in his vocabulary. Go to him with a problem, and you’ll walk away not only with a solution but also with valuable knowledge and probably a life lesson. If it’s something new, Gibin will learn it, understand it, and solve it like it was never a problem in the first place.

He’s a great listener, a thoughtful teammate, and someone who brings warmth, energy, and inspiration to every room he walks into. With Gibin, you’re not just working with a brilliant data professional — you’re teaming up with a generous, empathetic, and driven human being who genuinely cares about helping others grow.

I would recommend Gibin without a second thought for any role that values intelligence, creativity, collaboration, and heart. He’s the kind of person who makes any team better — both technically and culturally.

I’m happy to recommend Gibin, a highly skilled and dependable Python Developer. He has strong hands-on experience in building efficient Python scripts and automation solutions, particularly in Robotic Process Automation (RPA) and web scraping, where he consistently delivers accurate and scalable results. He also has solid experience in creating and managing builds using Docker, ensuring smooth deployment workflows. His knowledge of data handling using MongoDB and cloud storage with Amazon S3 further highlights his technical depth. Beyond his technical skills, he is proactive, detail-oriented, and always eager to solve complex problems. I strongly recommend him for any Python-driven role.

We’ve joined our hands on several projects, and Gibin is one of the best people I had as a project partner. I highly recommend his expertise to any person looking for technical support on web crawling, SQL, Python and other automation tools. His ability to tackle any problem is remarkable and with a warm smile. Gibin would become an appreciated member of any team.

I have worked with Gibin throughout S&P global journey on various projects. He has amazing python skills in the web scraping and robotics sector. His knowledge to go out of his way to help others has made him stand out. I highly endorse his expertise to any person looking for an RPA Developer.

I have worked with Gibin on multiple projects and datasets during my tenure at S&P. Gibin has an excellent knowledge of Python. Not only that, but he is keen to learn new things. He helped the team in creating some process automation using Excel VBAs, other RPA tools, and programming languages. He is very easy to reach out and always willing to help his coworkers. I would love to work with Gibin again in the future.

The innovative mindset of Gibin is the driving force making him distinct everywhere!

Always strive to achieve beyond the set goals, a self-starter with thought leadership as his great asset!