Skip to main content

Bengaluru, India

Now: Associate PM at BetterOperate, AI SRE (opens in a new tab)

Open to conversations

I build 0→1 products, AI agents, PM tools, developer tools

See the workGet in touch
Portrait of Aditya Gangwani

01 / About

I learn best by building, talking to users, and shipping. I take ambiguous problems, understand them properly, and turn them into products people use.

Now
Associate PM, Better
Founder of
Prodily
Education
M.S. Ramaiah Institute of Technology, Bangalore

I work where product, technology and AI meet. At Better I'm on the product team for Operate, an AI SRE that helps engineering teams investigate production issues and find root causes from evidence in their own systems.

02 / Work

Products I've taken from zero

Now at Better

Operate

Better’s product

Better's AI SRE: it investigates production issues and finds root causes from evidence in your systems.

My part · User conversations, shaping the product, and working with engineering to ship it.

  • Live on the DigitalOcean 1-click marketplace
  • Seatless pricing; teams bring their own AI model
operatex.dev (opens in a new tab)

More builds

03 / How I work

Principles I ship by

  1. 01. Start with the problem

    I write down who is stuck and why before I pick a solution.

    ProofProdily began as a sequencing problem: free PM content has no order and bootcamps cost too much.

  2. 02. Talk to users

    Interviews and support threads beat my assumptions.

    ProofRallyVerse was shaped by direct research with grassroots organizers.

  3. 03. Ship to learn

    A live product teaches more than a perfect spec.

    ProofWhen a Prodily learner called the UI boring, I shipped v2: lessons split into Core and optional Deep-dive, achievements, and a built-in feedback loop.

  4. 04. AI where it earns its place

    I add AI when it removes real work, and keep the parts that need trust deterministic and inspectable.

    ProofFeatureSmith computes every finding deterministically; an LLM only explains them in plain language and the tool runs fully with AI off.

04 / Experience

Where I've learned by shipping

  • Operate (opens in a new tab)

Education

  • B.E. Electronics & Communication EngineeringM.S. Ramaiah Institute of Technology, Bangalore2023 - 2027 (4th Year)

05 / Numbers

By the numbers

  • 400+

    Prodily Platform Users

  • 18,156

    Impressions on One Prodily Post

  • 300+

    FeatureSmith Tests Passing

  • 500+

    RallyVerse Community Members

  • 90%+

    Samsung CV Accuracy

  • +39.1%

    Revenue Lift (Simulated)

06 / Toolkit

What I reach for

Product Discovery ✦ User Research ✦ PRDs ✦ Roadmaps ✦ RICE Prioritization ✦ North Star Metrics ✦ Experiment Design ✦ Pricing & Packaging ✦ 0→1 Launches ✦
LLM Agents ✦ AI SRE ✦ Computer Vision ✦ OCR Pipelines ✦ Reinforcement Learning ✦ Developer Tools ✦ Next.js ✦ Python ✦

Product

  • Product Strategy
  • Product Discovery
  • User Research
  • PRD Writing
  • RICE Prioritization
  • Roadmapping

AI & Data

  • LLM Agents
  • Python
  • OpenCV
  • EasyOCR
  • PyTorch
  • Scikit-learn

Engineering

  • Next.js
  • React
  • TypeScript
  • Tailwind CSS
  • Node.js
  • FastAPI

Ways of Working

  • Agile & Scrum
  • Stakeholder Management
  • Notion / Kanban
  • Figma Prototyping
  • Git / GitHub

07 / Certifications

Coursework, certified.

Show all (8)

08 / Off the clock

Off the clock

Personal essays on travel, faith and slow journeys.

  1. I Traveled Solo for the First Time. It Changed More Than I Expected.

    (opens Medium in a new tab)

  2. I Thought Temples Were About Prayer. Then I Started Paying Attention.

    (opens Medium in a new tab)

  3. The Day I Realized I Had Forgotten How to Do Nothing

    (opens Medium in a new tab)

09 / Contact

Hiring a PM, or building something with AI? Tell me the problem.

Write to me

adityagangwaniwork@gmail.com

Elsewhere

Or send a note.