From possibility. To production.
I’m Arshekh John
I build the bridge between an idea and a system people actually use. Working across AI, backend engineering, and data to solve problems from the first conversation to the final deployment.
++A toolkit. Not a limit.
The right tools for the problem. The curiosity to learn what comes next.
AI & machine learning
Backend & systems
Data & analytics
Databases & automation
Understand the problem. Engineer the solution.
From a conversation with a team to the data, the model, the API, and the interface. I care about the whole system.
Built to do something.
Experiments that became systems. Research that became something you can use.
Curiosity has a history.
From the classroom to building in the real world.
Secondary School
St Mary’s Metric Higher Secondary School
Secondary School Leaving Certificate (SSLC).
Explore chapterHigher Secondary
St Mary’s Metric Higher Secondary School
Higher Secondary Certificate (HSC).
Explore chapterB.Tech in AI & Data Science
Mar Ephraem College of Engineering & Technology
Machine learning, statistics, databases, and software engineering. Applied through projects in computer vision and automation.
CGPA 8.0 / 10Explore chapterAlways a student.
A foundation that keeps growing.
Beyond the job description.
Why work with me? Because the work does not stop at “it runs.”
See moreFrom understanding a user’s workflow to collecting data, building the backend, and delivering an interface. I like owning the path from problem to practical tool.
My internship work is grounded in supplier operations: repetitive tasks, imperfect inputs, and people who need a tool that saves time. That is the work I want to do as an FDE.
My segmentation work involved architecture choices, training pipelines, and evaluation. I enjoy understanding why a model works, as much as getting it to work.
Thinking out loud.
Notes on engineering, experiments, and lessons from building.
The next chapter is being written.
New articles will appear here.The people. The places. The process.
Life around the work. Campus, teams, and moments worth keeping.
Milestones along the way.
Recognition, achievements, and the stories behind them.
More milestones ahead.
Awards and recognition will appear here.