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About

I pair a technical foundation with an MBA in Information Technology, so the systems I design answer to the business as well as the specification: lower cost, higher reliability and better efficiency, with AI where it genuinely earns its place.

My story

Who I am

I'm Rohan Shinde, a Full-Stack & AI Application Developer at Fristine Infotech in Pune. I build software for organisations that need more than a working demo: systems that are designed deliberately, cost less to run, stay dependable when a dependency fails, and measurably lift the efficiency of the people who use them.

How I think

My engineering foundation (a B.Tech from SVKM's NMIMS Global University) is paired with an MBA in Information Technology from Dr. D. Y. Patil Vidyapeeth. The pairing shapes how I work: every technical decision is weighed against cost, risk and business outcome, not just elegance. I would rather ship the simpler system that earns its keep than the clever one that needs constant care.

What I build with AI

I design LLM applications that are meant to be trusted: agents that call tools and APIs, retrieval grounded in a client's own documents, stateful workflows with human approval, and the evaluation, guardrails and observability that make their behaviour measurable. I hold the Claude Certified Architect – Foundations certification.

Where I'm from

I'm based in Pune, Maharashtra, with my home town in Dhule. Pune is where I build; Dhule is where I come from. It keeps me close to the practical needs of small and mid-sized businesses as well as large organisations.

What I deliver

Technology is the means. What you get is a system that is well designed, economical to run, dependable under pressure and measurably more efficient than what it replaced.

01

Design the system

Architecture comes before code. Tenancy, data boundaries, failure modes and the cost model are settled up front, so the product grows without being rebuilt.

13 agent types on one multi-tenant platform

02

Reduce the cost

Right-sized infrastructure, automated manual work and faster releases. The goal is a lower total cost to build, run and change.

60% faster release deploys · 70% less onboarding effort

03

Build it reliable

Fallbacks, guardrails, isolation and observability, so the product keeps its promises even when a dependency does not.

99%+ orchestrator uptime · zero cross-tenant leakage

04

Improve efficiency

Repetitive, error-prone work becomes a workflow people trust, with fewer hand-offs, fewer mistakes and clearer reporting.

45% better reporting · 65% faster ticket resolution · 55% fewer scheduling errors

Capabilities

From system design and LLM agents to the cloud pipeline that ships them.

AI / LLM

  • Gemini 2.0 Flash / 2.5 Pro
  • LangChain
  • LangGraph
  • RAG
  • Embeddings & Vector Search
  • Tool / Function Calling
  • Prompt Engineering
  • Structured Outputs
  • Context & Memory

Agents

  • A2A Orchestration
  • Multi-Agent Pipelines
  • Human-in-the-Loop
  • Workflow Automation

Evals & Guardrails

  • LLM Evaluation
  • Policy Gating
  • I/O Validation
  • Fallback Handling
  • Tracing
  • Structured Logging

Frontend

  • React 18/19
  • Next.js
  • Redux Toolkit
  • Zustand
  • Vite
  • Responsive Design
  • Drag-and-Drop UI

Backend

  • Python
  • Node.js
  • FastAPI
  • Flask
  • REST APIs
  • JWT Auth
  • Migrations
  • Microservices

Data

  • PostgreSQL + pgvector
  • Supabase
  • SQLite
  • NoSQL DataStore
  • Cloud SQL
  • Multi-tenant Isolation

Cloud & DevOps

  • GCP Cloud Run
  • Cloud SQL
  • Secret Manager
  • Docker
  • Compose
  • CI/CD
  • Railway
  • Vercel

Practice

  • Agile / Scrum
  • RBAC
  • CRM Integrations
  • BI Dashboards
  • Git & GitHub
  • Linux

Credentials

Engineering depth, an MBA in Information Technology and a certified grounding in AI architecture.

Certification

Claude Certified Architect – Foundations

Grounding in AI architecture best practices for building reliable LLM systems.

Education

B.Tech

SVKM's NMIMS Global University

MBA in Information Technology

Dr. D. Y. Patil Vidyapeeth

Whether it is a role or a project, I would be glad to hear about it.