Scaling AI Systems with Intent

AI Product Engineer & Full-Stack Developer

Hi! I'm Ganesh Shinde, I build end‑to‑end LLM products — from health analysis on Vertex/Gemini to B2B workflows and CI/CD automation.

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AI health platform turning lab data into structured reports.
0→1 AI health systems
SaaS that turns a product URL/description into full marketing strategy.
AI marketing strategist (Stratifai)
Platform unifying B2B orders and buyer–seller communication.
B2B workflows & unified comms
React.jsNext.jsTypeScript
ExpressFastAPI & PythonVertex AI (Gemini)
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SCM integrations and dynamic CI/CD for security scans.
SCM & CI/CD automation
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Clean React/Next.js UIs for complex AI workflows.
Front‑end craft with purpose
Fast ramp, deep ownership across stack and systems.
Ownership, speed & systems thinking

A small selection of recent projects

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HealthAI – AI-powered health report pipeline

End-to-end health analysis platform using Vertex AI (Gemini) that ingests lab PDFs/CSVs and health assessments, runs multi-step analysis, and outputs structured JSON plus human-readable reports. Reduced manual report creation from 2–5 days to under a minute.

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Stratifai – 60-second AI marketing strategist

SaaS app that takes a product URL/description, scrapes and understands it, then runs a 3-step LLM pipeline (understanding → strategy → content) to generate ICP, messaging angles, ad copy, a 3-email sequence, and landing page structure with export options. Used by early-stage founders as a faster way to go from idea to launch-ready campaigns.

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Napkin – B2B ordering & communication platform

B2B platform for suppliers and buyers (e.g., alcohol brands and retail shops) to manage orders and communication in one place. Supports in-app ordering plus an email-to-chat bridge where each seller gets a dedicated email, and all email orders/messages are surfaced as chat threads inside the product.

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Cloudinary Image Editor – 'Photo Shop'

Full-stack image management and editing app. Users upload images from multiple sources (device, web, Google Drive, Dropbox, stock providers), store them on Cloudinary, organize into albums, like/favorite, and apply edits like blur, grayscale, pixelate, background removal, and generative fill.

Kind words from satisfied clients

  • Working with Ganesh was a pleasure. His quick understanding and agile execution ensured smooth project delivery and high-quality results.
    Chaitanya Pandit
    Chaitanya PanditFounder's Office at Jericho Ventures
  • Impressed by Ganesh's dedication and strong determination to deliver quality work, which ensured the project met all expectations.
    Yash Rajan Shukla
    Yash Rajan ShuklaCTO at ParaTalks
  • Ganesh effectively delivered the website on time, meeting our regulatory needs and setting the stage for future expansion.
    Sayantan Datta
    Sayantan DattaCo-founder at Bsides Kolkata
  • Throughout his internship, Ganesh's proficiency in web development shone brightly, delivering high-quality code with precision and creativity.
    Samiksha Taru
    Samiksha TaruFounder at Haraay Design Studio
  • Ganesh demonstrated exceptional teamwork and adaptability, making valuable contributions to our projects throughout his internship.
    Pathik Patel
    Pathik PatelSenior Software Developer at GT Pvt. Ltd

My work experience

My approach

Understand product & data

We align on the problem, users, and data sources, and define what success looks like for the AI feature.

Design & build the system

I propose the architecture (prompts, pipelines, APIs, UI) and quickly ship an end-to-end MVP slice.

Iterate, measure, ship

We add evals and logging, fix edge cases, and iterate until the system is stable for real users.