Sujoy Datta Resume

Hey, I’m Sujoy

I build products, and the AI agents that ship them. Right now I’m Lead, New Products at Gushwork, turning discovery calls into production apps.

3.5 years, shipping at

Numbers I’ve moved

Results from shipped work. The story behind each one is in the timeline below.

  • $150k+ 5x from $30k

    ARR on Gushwork’s website-building AI agent, from client domain to live site in ~22 minutes.

    2026

  • $50k

    ARR in month one for a new custom-software product line.

    2026

  • $4M

    Revival pipeline from 400+ dormant deals, built on my deal scoring.

    2025–26

  • 67% 2x from 33%

    Sales follow-up rate with the AI agents I built, across four regions.

    2025–26

  • $106k

    Gross revenue in Bingo Champions’ first month, concept to MVP.

    2024–25

  • 24%

    Support tickets contained by a GPT voice bot I built in one sprint.

    Rush app · 2024–25

The track so far

  1. Lead, New Products Now

    May 2026 – todayBengaluru

    • Launched a custom-software product line (CRM, ERP, accounting and more) to $50k ARR in month one, on a developer-agent harness that lets ~2 forward deployed engineers run 20+ customers from discovery call to production app.
    • Scaled the website developer AI agent from $30k to $150k+ ARR: client domain to live website in ~22 minutes, now sold as website-as-a-service.
  2. Senior Manager, Growth Automation + Product

    Aug 2025 – May 2026Remote

    • Built the GTM automation stack for APAC, EMEA, ANZ and NAM: AI agents for follow-ups, meeting research and deal alerts. Follow-ups 33% → 67%, 10+ rep-hours saved a week.
    • Deal scoring across 400+ dormant deals, powering a $4M revival pipeline.
    • 25+ data crawlers for enrichment and lead scoring: 90% ICP accuracy, 80% less manual prospecting, 1,500+ leads a month.
  3. Product Manager

    Jun 2024 – Aug 2025Remote

    • Built a GPT-powered inference engine with ElevenLabs voice UX for the Rush app’s support bot, 200+ problem paths in one sprint: +8% NPS, 24% ticket containment, +5% CM1 in 90 days.
    • Led core product and payments for Bingo Champions (US) from concept to MVP: $106k gross revenue, 7% paid conversion, 11% RoAS, ~1k paid DAU in month zero.
    • Highest rating in Hike’s H2’24 bi-annual performance review, with a letter from the founder & CEO.
  4. Associate Product Manager, intern to APM

    Jan 2022 – May 2024Gurugram

    • Redesigned the shipper and trucker apps after 30+ customer visits: 1.5x user acquisition in two months, D7 activation to 42%, NPS to 70.
    • Built Clevertap dashboards, Zoho pipelines and dynamic pricing: 100+ hours saved a month, return fill rates up 40%, 5% MoM revenue growth.
  5. IIIT Chennai

    B.Tech + M.Tech, Computer Science (System Design)

    2018 – 2023Chennai

    • Gold medalist of the 2018 batch, GPA 9.5.
    • Co-authored a Springer paper (ICICCT 2025) on modelling how fake news spreads through social networks.

Receipts

A letter from Hike’s CEO and shout-outs from the team Slack, as posted. Open any one to see it full size.

I’m thrilled to let you know that Sujoy got the highest rating in H2’24 Bi-Annual Performance Review. Sujoy has gone above and beyond not only on the professional work front but also being a cultural rockstar by living, breathing our Hike Code values.

KBMFounder & CEO, Hike · letter for the H2’24 review

We lucked out with one of Hike’s fastest PMs, someone who quite literally works at ‘Hike speed.’ […] In just two and a half months, Sujoy has built the backbone of automation for the Growth team - mostly solo, on n8n.

SidhantToddle · 8 Nov 2025

Since then, he shipped a website generation product end to end. Solo - in ~2 weeks. What a time to be alive

AVGushwork · 2026

we have now closed the first 4 accounts on our new product (custom coded CRM + ERP […]) within the first 15 days from launch

NBGushwork · 2026

this save would’nt have been possible without the AI SDR’s help. Now this is a potential upsell!!

Sushanth RajGushwork · 2026

On the AI SDR I built.

What teammates say

I’ve had the pleasure of working closely with Sujoy, and I can confidently say he’s one of the finest Product Managers I’ve come across. Sujoy has an incredible ability to bring clarity and structure to even the most complex situations, always stepping up with energy, positivity, and a solutions-first mindset.

Shubham PandaSenior Staff Android Engineer · worked together at Hike

Working with Sujoy is not just productive, it’s a joy, a perfect mix of professionalism and passion, which was a key difference-maker in scaling our apps to new heights. Immaculate work ethic, stupendous attention to detail and the presence of a sharp strategic vision with a user-first approach, Sujoy is the very definition of what an incredibly good PM should be.

Satyam YVRProduct at Keka

Sujoy’s product instincts and attention to detail made it easy for us as engineers to move fast with confidence. What stood out the most was his ability to balance business impact with technical feasibility, always pushing us toward high-leverage solutions without overcomplicating things.

Saket KumarSDE 2 at JioStar · worked together at Hike

As a PM, he brought sharp clarity to complex problems in our revenue recognition and payments systems. He has a rare knack for simplifying requirements while still keeping edge cases in mind.

Madhur SaxenaSDE 2 at Microsoft · worked together at Hike

His exceptional talent in product design stands out, consistently delivering user-centric and aesthetically pleasing solutions. Sujoy has a remarkable ability to transform complex concepts into intuitive, functional designs, significantly enhancing our product offerings.

Sunil JadhavLead Generative AI Engineer · worked together at Raaho

It was really exciting and great to work with Sujoy on services and low-code tools that helped in scaling key operations and functions at Raaho. We were successful in automating essential parameters that had manual dependencies.

Ashish ChoudharyC++ Developer · worked together at Raaho

Sujoy makes product ideation and group brainstorming sessions so delightful, it’s bliss to work with him.

Mihir ShriSoftware Engineer II at MathWorks · classmate at IIIT Chennai
All recommendations on LinkedIn

Selected work

Something I built and shipped, and the product case studies I wrote between jobs.

Jobs to be Done Choose a framework Business Model Canvas Use Jobs to be Done Use AARRR Pirate Metrics Use

Product frameworks, one click into Google Docs.

Buildmap · Chrome extension · 2024

A Chrome extension I built and open-sourced: pick Business Model Canvas, Jobs to be Done, AARRR and more, and the outline drops into your doc. Live on the Chrome Web Store, 245M impressions.

Tier-3 restaurant 15 orders a day ₹15M a year, projected

A playbook projecting INR 15M a year from restaurants doing just 15 orders a day.

Mission Underdogs · Swiggy · GTM case study

Onboarding low-volume tier-3 restaurants: the funnel triggers, activation goals and ops automation for fast city rollouts.

Read the case study
Student Program Tuition Location Top match Programs Affordability Jobs Culture Filter by tuition and location, then score what’s left

A study-abroad recommender, with the business model to match.

UniScholars · Product plan

A personalised university recommender for a market growing at 4.37% CAGR: user journeys, MVP success benchmarks, lead-gen and premium revenue tiers, and a roadmap that scales.

Read the case study
Install Sign up First shipment Repeat shipment activation

Why shippers stopped opening the app.

Shipyaari · Activation and adoption

Stagnant engagement in Shipyaari’s mobile app (Q4 FY 2022–23): mapping core user activities, testing the value proposition for shippers and customers, and the activation strategy that follows.

Read the case study
★ 4.7 Share Friction points 1 P0 · Reseller onboarding No step-by-step guide to reselling 2 P1 · Cluttered categories 5★ items listed below 4.7★ 3 P2 · Sharing Product details left out of shares

Homepage to checkout, every friction point.

Meesho · UX teardown

A full UI/UX teardown of the Meesho app across the purchase journey, with a design and experience fix for each problem it finds.

Read the case study

Published research

PUBLISHED · SPRINGER · 2026 · ICICCT · CCIS VOL. 2732

Compartmental Models for Detecting Fake News Propagation in OSN with Variable Population

V. Nithish Kumar, G. Praneeth Kumar, Sujoy Datta, Santosh Kumar Uppada, B. Sivaselvan

Springer, Communications in Computer and Information Science vol. 2732 (ICICCT 2025), pp. 185–196 · Published 10 Jan 2026

Modified epidemic models that predict how fake news moves through online social networks. The paper solves the differential equations, computes the basic reproduction number and simulates the spread across six states:

  • Susceptible
  • Exposed
  • Infected
  • Recovered
  • Deceased
  • Skeptical

Other things I built

  • Fake news in social networks

    The code behind the published spread models, plus a BERT-NMT misinformation detector for Hindi, English and Tamil.

    ML research

    2023

  • Smart sign boards

    App MVP for an intelligent transport system: bill of materials, system modelling and validation testing.

    IoT · Mobility

    2020

  • Parallel SGD

    Ionospheric radar signal classification with stochastic gradient descent parallelised in OpenMP and MPI.

    HPC

    2022

  • YetAnalytics xAPI

    xAPI’s Query API, moving learning records between Learning Record Stores.

    Integration

    2021

Coursework archive

Off the clock

Trips and weekends from across India, Thailand and Sri Lanka: dives, mountain roads, the odd perfect dosa. Plus one frame from convocation day.

Sujoy receiving his degree on stage at his convocation
Convocation day, 2023
A scuba diver giving a thumbs-up underwater beside a sea anemone with a clownfish
Found Nemo
Friends walking down a wet street at dusk, a mosque dome lit behind them
After the rain
A group selfie by the roadside with a painted bus behind
The crew, and a painted bus
A masala dosa on a banana leaf with chutneys and sambar
Breakfast, done right
A man in a rash guard standing beside a tall surfboard on the beach
Surf day
A palm tree silhouetted against an orange sunset over the sea
Palm, sea, last light
A paper shooting target held up at a range, most shots near the centre, stamped very good
Range day. The card says “very good”
Paper lanterns glowing in the branches of a tree at night
Lantern trees
A ginger cat asleep on a brick pavement
A local who refused to move
Four divers in wetsuits standing waist-deep in clear water, smiling
The dive crew
A green river valley with a road winding along a hillside
Mountain roads
A man in sunglasses and a dark shirt on a bright beach
Beach day
A man in sunglasses seated beside an antique gramophone
Found a gramophone
A tall carved white temple gopuram above a busy street
Temple gopuram
Four friends on grassy ramparts above the sea, a lighthouse behind them
Ramparts by the sea
A man in a hoodie looking out over hills as the sun sits on the horizon
Golden hour in the hills
Wooden beach huts with red roofs under tall palm trees
Huts under the palms
Two cylindrical glass towers seen from below against an amber sky
Looking up
A tuk-tuk parked outside a tiled-roof house under palm trees
Tuk-tuk, palms, tiled roofs
  1. IIIT
  2. Raaho
  3. Hike
  4. Toddle
  5. Gushwork
  6. Your team?

That’s enough about me. Your turn.

Hiring for growth, AI or product, or want to talk agents? Write to me.

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