About
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
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
Industries
- 01
Education
Student, faculty and admin portals with an assistant that answers routine queries.
→ - 02
Healthcare
Appointments, patient records and clinic operations with strict role-based access.
→ - 03
Retail
Order flow, inventory visibility and customer-support automation across channels.
→ - 04
Manufacturing
Workforce and resource planning, production tracking and operational reporting.
→ - 05
Banking
Role-based, auditable, policy-gated workflows with strict tenant isolation.
→ - 06
Insurance
Document-grounded assistants, approval pipelines and intake automation.
→ - 07
Small business
Lean, right-sized systems with low running cost and no needless complexity.
→
Capabilities
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
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