Punitkumar Harsur
Punitkumar HarsurNight class Present Write to me
Illustrated portrait of Punitkumar Harsur

AI & Data Enablement Consultant · Bengaluru, India

Punitkumar Harsur

{{idea.t}}

I'm Punit, an AI and data enablement consultant in Bengaluru. I help L&D and business teams turn data and GenAI goals into learning people can use.

See the work Write to me

fig. 01 · noise, then a person

01 / 02

Illustrated portrait of Punitkumar Harsur
Punitkumar HarsurAI & Data Enablement Consultant

Proof · slide 02

Seven years between data and learning.

For seven years I've worked between data and learning. Three years of Azure data engineering mean the examples I design come from real builds rather than slides. My work starts with a training needs analysis, moves through learning paths and curriculum, and ends with teams running the learning themselves. I also write about data engineering.

Delivered for GlobalFoundries, Honeywell, Deloitte, IBM, IIT Delhi and IIT Roorkee, via TimesPro and Dono Consulting.

Data · 7 stringsLearning · 7 stringsmove across to scrub the years · cross them fast to pluck · ring a crossing
{{n.a}}{{n.m}}{{n.b}}{{n.sup}}{{n.c}}

{{bub.y}}{{bub.t}}

  • {{n.a}}{{n.m}}{{n.b}}{{n.sup}}{{n.c}}

fig. 02 · fourteen strings, one cable

02 / 02

Selected work · the trail

Six stops, one trail.

Five case studies and one still in chalk. Pick a stop and the laser takes you there.

Illustrated portrait of Punitkumar Harsur
start here hover a card to colour it in

the detail for each stop opens below

{{det.count}}

{{det.title}}

{{det.meta}}

{{det.h0}}

{{det.t0}}

{{det.h1}}

{{det.t1}}

{{det.h2}}

{{det.t2}}

In the room

{{det.tch}}
{{det.art}}

{{det.note}}

{{tg}}

Teaching · the room

The other half happens in the room.

Half the work is the build. The other half is standing in front of people and making it land: live coding, worked examples from real builds, and walkthroughs so teams keep using it after the session.

{{bd.k}}

{{g.t}}
{{q.t}}

{{bd.note}}

the kind of example that goes on the screen

Illustrated portrait of Punitkumar Harsur

Who's in the room

  • {{a.t}}

How a session runs

  1. Live coding
  2. Worked examples from real builds
  3. Case-based practice
  4. Facilitator guides
  5. Walkthroughs and knowledge transfer

Rooms so far

50+corporate trainings and executive education programmes

14+7corporate and academic organisations, among them:

  • GlobalFoundries
  • Honeywell
  • Freshworks
  • Air India
  • Wipro
  • Aon
  • RBI
  • Deloitte
  • HPE
  • IBM
  • IIT Delhi
  • IIT Roorkee
  • IIT Guwahati
  • JNU
  • Mangalore University
  • Manipal Academy of Higher Education

How I work

Four steps, one slingshot.

A method, not a menu. Every engagement falls toward the same goal, gains speed at four stations, and leaves with the team running it themselves.

A probe falls toward a black hole along a dotted orange path, lights four stations on the way in, swings around the hole at its fastest point and is flung out to the right. Discover, Design, Build and deliver, Hand over, then the team runs it.

seven years in, still the same four moves

Illustrated portrait of Punitkumar Harsur
Four checks, every engagementRun in order

  1. {{obC.nn}}{{obC.h}}{{obC.sr}}

    {{obC.d}}

    2.

{{ob.capH}} {{ob.capK}}

Expertise · the toolbox

Three trays, one kit.

Every tool I reach for, sorted by tray. Open a tray, then pick a tool to see where it shows up in the work.

where every project starts

three years of real builds

taught through working examples

{{tbn.k}}

{{tbn.t}}

Writing

I also write, mostly about data.

Illustrated portrait of Punitkumar Harsur

Notes from the data engineering side of the work, published on Medium.

  1. {{p.dt}}{{p.t}}Medium
    2.
  2. FeatureYou Are Still Prompting Like It Is 2025Published by dōnō consulting on LinkedIn
All writing on Medium

Path · experience, education, certifications

From an IoT lab to the front of the room.

Four roles, four programmes and five certifications on one line. Scroll and he walks it; hover or focus any node for its snapshot.

Illustrated portrait of Punitkumar Harsur

collected along the way

  • {{c.t}}

The campus · after dark

One island, five districts.

Everything above, as one small island at night. The points in the sky are data: they settle into Ingest, Model and Teach, pour into the pipes and come out at the schoolhouse. Pick a building and I will walk you there.

Night shift · Data campus · Bengaluru{{cq.statusTxt}}

signal: {{cq.sigTxt}}

Things to find on campus

  • {{cqa.label}}{{cqa.state}}
    •

Found: {{cq.toast}}

A night map of this page

Click a building and I will walk you there.

Case studies live in the schoolhouse and the data mill, writing in the lighthouse, something new in the workshop, and letters wait at the post office.

  • points in the sky: raw data
  • teal pipes: data on its way to people
  • orange: something needs a fix

Prefer plain text? Go straight to the work.
{{cq.pd.kicker}}

{{cq.pd.name}}

{{cq.pd.line}}

{{cq.pc.title}}

{{cq.pc.meta}}

{{cqpt.h}}
{{cqpt.t}}

GenAI Routed Support Desk

Currently designing · design stage, build planned

The idea
A five-route design using typed intent, complexity and human-request signals.
The design
Code-based routing and a second-pass reply guard.
Status
Design stage, build planned.
 {{cq.pd.goTxt}}

The points in the sky assemble into a three step signal, Ingest, Model and Teach, and pour down into the island's pipes.

Illustrated portrait of Punitkumar Harsur

{{cq.line}}

Contact

Write to me.

A question about data, GenAI or learning design, or a thought on something I wrote. Email reaches me fastest.

punitkmr95@gmail.com