¶ 00 — Identity

Devadi Biswas.

AI Product Manager. CS engineer turned PM — shipping enterprise software, writing macro-aware product strategy, and building at the intersection of technical depth and user empathy.

RoleProduct / AI
EducationB.Tech CSE · KIIT
Live nowVoltwheels EMS
Papers2 · IEEE
¶ 01 / About

A product mind, built on code.

~3 min read

I research, build, and ship. I think product is really systems thinking with a deadline — and the best PMs are the ones who understand the technology, the user, and the macro context their product lives inside.

I'm a CS engineer turned Product Manager. My final-year project — Voltwheels EMS — was a live enterprise system shipped to a real EV company with 70–90 employees, where I owned the product roadmap across six modules: lead management, visit reporting, geolocation attendance, expense tracking, sales analytics, and an admin dashboard.

It reduced tooling costs by ~65% and logging time by ~80%. More importantly, it taught me that the best products aren't feature lists — they're workflow transformations. Once you've watched a real user save thirty minutes a day because of a decision you made on a Wednesday, you stop thinking in terms of features.

I co-author research in deep learning and human-centred AI (two IEEE papers, with more in progress). I read macroeconomics and geopolitics not for hobby points, but because the same shifts that move bond yields also reshape which products win.

By the numbers
0%
Tooling cost reduction · Voltwheels EMS
0%
Logging-time reduction · same deployment
0
Co-authored research papers · IEEE
¶ 02 / Work

Shipped, studied, and lived in.

04 entries
W/01

Voltwheels EMS — Enterprise Management System

Final-year project shipped to a real EV company. Co-built a full-stack EMS used by 70–90 employees, owning the product roadmap across six modules: lead management, visit reporting, geolocation attendance, expense tracking, sales analytics, and admin dashboard. Cut tooling costs ~65% and logging time ~80%.

Next.js Express PostgreSQL JWT · RBAC Live
RoleSRE / PM
Year2025–26
StatusIn production
W/02

"Plan My Weekend" — PM Case Study for Zomato

Identified that Zomato's fragmented ecosystem was losing weekend-planning intent to Instagram Reels — not Swiggy or BookMyShow. Proposed an AI-powered itinerary builder built on Zomato's taste graph. End-to-end case: TAM/SAM/SOM, three personas, feature spec, monetisation model, risk matrix.

Strategy Market Sizing Feature Design AI Case study
RoleProduct Mgr
Year2025
OutputCase · Spec
W/03

Particle Swarm Optimization — Feature Selection

Feature selection is a core ML problem — too many features degrade model performance. Built a PSO algorithm from scratch to identify the optimal feature subset that maximises classifier accuracy. No built-in optimisation libraries used — pure algorithmic implementation in Jupyter Notebook.

Python Jupyter Notebook Machine Learning Algorithm Design
RoleSolo Dev
Year2025
StatusCompleted
W/04

Trend & Seasonality Forecasting Engine

Analytical products should hide complexity from the end user. Built a forecasting dashboard where a non-technical user uploads a CSV and receives a trend + seasonality breakdown via clean REST APIs powered by Meta Prophet.

Python Meta Prophet REST Data Product
RoleLead Dev
Year2024
StatusCompleted
¶ 03 / Experience

Where the shape came from.

02 roles · 01 degree
Aug 2025 — Mar 2026
Now

System Requirements Engineer · Product & R&D

Voltwheels EMS — EV Company

Led end-to-end product discovery and requirements engineering for a live Enterprise Management System. Owned the roadmap across six modules. Reduced tooling costs ~65% and logging time ~80%. Drove organisation-wide adoption through acceptance testing and UX collaboration with engineering. This is where product thinking stopped being theory.

Product Discovery Roadmap Ownership Full-Stack EV Tech Live Deployment
Bhubaneswar, IN
Jan 2025 — Aug 2025

Business Development Associate · Internship

Wild Venture — Official NBSTC Partner

Managed 20–25 VIP client relationships including government officials across three districts. Coordinated 15+ government tourism packages across Darjeeling and North Bengal. This is where I learned that product problems are user-empathy problems in disguise.

Business Development Stakeholder Mgmt Customer Insights B2B
West Bengal, IN
Education

B.Tech, Computer Science & Engineering

KIIT University (Kalinga Institute of Industrial Technology) · 2022 — 2026
Certifications
  • Google Professional Certificate — Product ManagementIn progress
  • AWS Academy — Machine Learning FoundationCompleted
  • AWS Academy — Cloud OperationsCompleted
  • AWS Academy — Cloud ArchitectingCompleted
  • Microsoft Azure Fundamentals (AZ-900)Completed
  • IBM — Generative AI & Prompt EngineeringCompleted
¶ 04 / Resume

The full picture, one page.

Updated 2026
Devadi Biswas
Product Manager · Product Strategy & Technology Solutions
Experience
System Requirements Engineer · Voltwheels EMS Aug 2025 – Mar 2026
Business Development Associate · Wild Venture Jan 2025 – Aug 2025
Skills
Product Strategy Requirements Engineering User Research Market Analysis Agile Execution Python SQL AWS REST APIs
Education
B.Tech CSE · KIIT University 2022 – 2026
Research
2 IEEE Published Papers Machine Learning · Deep Learning
¶ 05 / Writing

Research & point of view.

Selected
Research
Published · IEEE

Stress Detection through Facial Expressions and Personalized Recommendations using Machine Learning

Co-authored IEEE paper on ML-based stress detection through facial expression analysis with personalized mental health recommendations.

Machine Learning Facial Recognition Affective Computing IEEE
Published · IEEE
Published · IEEE

CerebroNet: A Stroke Detection Spatial Framework using Deep Learning Architecture

Co-authored deep learning spatial framework for early stroke detection using CNN-based medical imaging analysis.

Deep Learning Computer Vision Healthcare AI CNN
Published · IEEE
Point of view
POV / 01

Macro is a PM input.

QE, bond yields, geopolitics — they move the ground products stand on. PMs who read the macro see opportunities six months earlier than those who don't.

POV / 02

Features are not products.

Products are workflow transformations. A feature shipped without a workflow shift is a tab on a settings page.

POV / 03

India's AI is last-mile.

The interesting AI work in India isn't a wrapper over GPT — it's the integration with Aadhaar, UPI, and local language stacks. That's where the next decade gets built.

¶ 06 / Contact

Let's build something.

Open · 2026

I'm looking for PM roles where I can own a product end-to-end — discovery to ship — preferably in AI, dev tooling, or fintech.

Fastest: email. I read everything in my LinkedIn DMs but reply faster to direct mail. Based in Bhubaneswar, IN — open to remote, hybrid, and relocation.
Send a message