Engineering leader · AI practitioner · Student of life
Technology, stories, and the art of being human.
I’m Sakti Prasad Bagchi. I lead engineering teams building healthcare software, experiment with AI in real applications, and write about the human questions that technology cannot answer for us. Life as Sakti is where these pursuits meet—through things I build, lessons from leadership, and reflections on living with curiosity and care.

Follow your curiosity
Technology & AI
Practical notes on AI, engineering and building what comes next.
Leadership & Growth
Teams, careers and the decisions that help us grow.
Stories & Reflections
Small moments, imagined worlds and lessons from life.
Poetry & Culture
Words, traditions and a little room for stillness.
Three ways into my world
Leading people through change
How do engineering teams adapt when AI changes the work? Leading in the AI Age explores the structure, culture, and delivery questions behind the tools.
Building with discipline and cultural care
Odia Panjika connects regional traditions and astronomical computation. Its project write-up explains where AI belongs and where deterministic engineering remains in charge.
Making room for attention
Finding Footprints begins with an ordinary experience and opens into a reflection on rushing, healing, and presence.
From AI ideas to working controls
My open-source AI Harness work explores a practical question: how do we know an agent’s work is actually done? Harness Engineering brings together scope controls, independent verification, session handoffs, and safe retry handling.
Latest writing
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Aay Re Aabar Aamar Chiro-Tikto Pran: Nazrul’s Call to the Ever-Bitter Soul
Kazi Nazrul Islam wrote this poem in 1924 as a summons to the bitter, restless soul to stop seeking comfort and become a weapon.…
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Na Sawal Mein, Na Jawab Mein: The Loneliness of Leadership in the Age of AI
A sher about being absent from the questions, answers and calculations becomes a reflection on designations, accountability without authority, and the AI-era temptation to…
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The Stones We Carry: How I Freed Myself from Self-Doubt
Have I been overthinking this, or is the situation really that worrisome? Every day feels like someone has tied stones to my legs and…
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Fragments: Elephant Doctor, Forest, LLMs and Books
Because random thoughts need a place I am reading a book titled Stories of the True by B. Jeyamohan, the eminent Tamil author, translated…
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Introducing Odia Panjika (ଓଡ଼ିଆ ପଞ୍ଜିକା): Bridging Odisha’s Cultural Rhythm with Modern Technology
If you grew up in Odisha or belong to the global Odia diaspora, “the panji” is far more than a calendar—it is the heartbeat…
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I Forget That Other People Exist
I get so absorbed by my own tasks that the person I spoke with last week becomes a blur. This pattern has cost more…
Poetry & Culture
The latest writing in Poetry.
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Aay Re Aabar Aamar Chiro-Tikto Pran: Nazrul’s Call to the Ever-Bitter Soul
Kazi Nazrul Islam wrote this poem in 1924 as a summons to the bitter, restless soul to stop seeking comfort and become a weapon. A reading, and why it still…
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Na Sawal Mein, Na Jawab Mein: The Loneliness of Leadership in the Age of AI
A sher about being absent from the questions, answers and calculations becomes a reflection on designations, accountability without authority, and the AI-era temptation to undervalue experienced IT leaders.
A moment to pause

“Most of what I know, I learned at work. Most of what I understand, I learned by pausing.” — Sakti Bagchi
Ghalib reminds us that stillness is not wasted time. Protect a few empty hours—for someone dear, for a wandering mind, for simply being present.
Read the full reflection
Ghalib isn’t longing for the beloved here so much as for fursat: the leisure to do nothing but sit with what we love. That is his deeper insight. We spend our best years chasing things we can count, such as achievements, titles and possessions, and only later realise that the richest moments were the idle ones: an evening with no agenda, a mind free to wander toward someone dear, time that belonged to no one but ourselves. The heart doesn’t miss what it accomplished. It misses the moments when it was fully present. The word “phir” (again) carries the quiet sorrow of the verse, because we recognise such moments only after they are gone. Perhaps the lesson is that stillness is not wasted time but the substance of life itself, and that we should protect those empty hours now, before they too become something we search for.
Stay curious. Stay connected.
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