From Questions to Clarity,
One Dataset at a Time
Behind every chart is a choice. I turn noise into narratives —connecting algorithms to impact, and telling stories that move both people and metrics.
Welcome to the portfolio of Hriday Saha – Data Scientist. With a passion for machine learning, NLP, and data storytelling, I build AI solutions that drive real-world impact. This site showcases my work, approach, and journey as a data scientist solving meaningful problems through data. Explore the projects and insights that define Hriday Saha – Data Scientist.
Data isn’t just numbers or algorithms — it’s a vast, untapped library of human stories. Each dataset holds traces of behavior, decisions, challenges, and opportunities. My role is to uncover those stories and translate them into something that’s understood, impactful, and actionable.
With over 3 years of experience delivering AI and ML solutions for global enterprises, I’ve helped prevent $1.5M+ in fraud, automate high-volume operations, and drive smarter decisions — all by combining analytical thinking with narrative clarity.
For me, data science isn’t just about models — it’s about meaning. I don’t just analyze. I translate. I shape narratives that lead to transformation — for businesses, for systems, and for the people they serve.
Every dataset has a story.
I tell it.
What I Love Solving
Venturing into realms where information transforms into insight, here are the territories I love to navigate and the narratives I delight in crafting.
CLOUD COMPUTING
I build on cloud platforms to let data move, grow, and learn — reliably and at scale. It’s where the smart stuff begins.
NLP
I teach machines to read like humans — pulling meaning, emotion, and structure from messy text to uncover real insights.
Machine Learning
I design systems that learn from data — to predict fraud, patterns, or possibilities — and help people make smarter choices.
Parallel Computing
When data gets too big, I break it down and speed it up — making sure nothing important is lost in the noise.
Model Deployment
I take models from notebook to real world — ensuring they run smoothly, in real time, behind the scenes.
Data Analytics
I turn raw numbers into stories people can see and use — through clean dashboards and meaningful insights.
Hi! I’m Hriday — a data scientist by craft and a storyteller by instinct.
My journey into data didn’t begin with metrics. It began with questions — the kind that sit with you over a quiet cup of tea. I’ve always been drawn to the why behind things: why people behave the way they do, why patterns repeat, why signals hide in noise. And somewhere between algorithms and intuition, I found my place.
Over the years, I’ve built systems that understand human language, detect fraud in milliseconds, automate repetitive workflows, and bring models into production with elegance and intent. But to me, it’s never just about building — it’s about building well. I believe in clean code, thoughtful design, and finding beauty in the details.
Outside of work, I live a little in stories. I love movies, anime, and books — and yes, I like my pages crisp and uncreased. I’m a tea person, the kind who slows down for the first sip. I get excited about new gadgets — not just because they’re shiny, but because I enjoy how they’re built. I like things to be tidy, precise, and purposeful — whether it’s a script or a shelf. Detail matters to me. It always has.
These days, travel fuels a lot of my joy. I’ve been lucky to visit 18 countries so far, and my camera is never far behind. Capturing moments — small, quiet, real — has become my way of remembering the world and my place in it.
For many years, my journey — in life and in code — I had a quiet companion: Shiro — the co-pilot, my golden boy. He was always nearby, often curled up under the desk as I debugged, designed, and discovered. He wasn’t technical. He never debugged a line of code. But somehow, he debugged me. He always knew when to sit a little closer or when it was time to step away from the screen. He passed away last year, but his calm presence still echoes in my work — in the pauses, the patience, and the quiet pride in doing meaningful things well.
This space — this story — carries a piece of him, always.
the Man behind
the Models
Meet My Current Team
Teddy
Director of Dramatic Affairs
Moody, independent, dramatic, but loyal to those she loves deeply
Blue
Territory Security Manager
Always alert, fiercely loyal, guards everything that matters mos
Choco
Chief Happiness Officer
Spreads joy, wags tails, and lifts spirits wherever he goes.