All systems operational · 99.7% on-time delivery · 14+ years

Principal-grade engineering,
delivered as a service.

Girish as a Service is the personal practice of Girish B Hiremath — 14+ years of production delivery across 6 regulated verticals, now focused on AI-native systems, 0→1 product engineering, and embedded engineering leadership.

Engage Girish Review Capabilities

Verticals shipped in production

Banking
Pharma
Telecom
IoT
Compliance / RegTech
AI / ML

Years in Production: 14+
Industry Verticals: 6
Technologies Shipped: 30+
Products Launched: 12+
On-Time Delivery: 99.7%

Service Capabilities

What you can engage Girish for

Six production-tested practice areas, each backed by 14+ years of regulated-industry delivery and Fortune-500 standards.

Architecture
System Design & Tech Strategy
End-to-end architecture for distributed systems, polyglot persistence, event-driven workflows, and zero-downtime deployments.
- Polyglot persistence (Oracle, HBase, NuoDB, Postgres)
- Event-driven microservices on Kubernetes / OpenShift
- Blue-green deployments with 98% test coverage gates
Engineering
Full-Stack Product Engineering
Production builds across the modern web and JVM stack — from Spring Boot microservices to Next.js App Router and React Native.
- Spring Boot + Angular/React for enterprise platforms
- Next.js 14 + Prisma + Supabase for AI-native SaaS
- Razorpay, Clerk, WhatsApp UX for India-first products
AI Systems
Agentic Workflows & AI Integration
Design and ship Claude/LLM-backed agents, RAG pipelines, and AI-augmented internal tools that survive contact with production traffic.
- Claude API + LangChain + LlamaIndex orchestration
- RAG pipelines with eval harnesses and guardrails
- Agentic copilots for compliance, knowledge, and ops
Domain
Regulated Industry Expertise
Fourteen years across regulated verticals where correctness, auditability, and compliance are non-negotiable.
- Banking — Personal Accounts & Core APIs at global scale
- Pharma — Fortune 500 microservices, 7-engineer squads
- Compliance / RegTech — current Principal SE remit
Leadership
Engineering Leadership & Mentorship
Embedded principal-engineer engagements, code-review culture, and upskilling teams on modern AI-native tooling.
- Architecture ownership across cross-functional squads
- Hiring loops, code review, and onboarding playbooks
- Cursor + AI workflow rollout for engineering teams
0→1
0→1 Product Engineering
Founder-mode delivery: idea → prototype → revenue-ready SaaS, with India-first GTM patterns built in from day one.
- Multi-tenant SaaS with org-scoped RBAC
- Cursor scaffold, Prisma schema, Razorpay billing
- Six AI-native SaaS products launched under IntelliForge

Technology

A stack that has shipped, not just demoed

Every technology below has run in production. Bars indicate proficiency relative to current daily-driver use.

Next.js 14 App Router97%
Frontend · Primary
Spring Boot / Java97%
Backend · 14 yrs
Cursor IDE + Turborepo95%
Build Tooling
Claude API / Anthropic95%
AI Layer · Primary
Tailwind + shadcn/ui93%
Design System
Prisma + Supabase92%
Database · Primary
Vercel + Fly.io90%
Infra · Primary
LangChain / LlamaIndex88%
AI Orchestration
Kubernetes / Docker88%
DevOps · 7+ yrs
BullMQ / RabbitMQ87%
Queues & Workflows
Python + PyTorch85%
ML / Research
Razorpay / Clerk82%
India-first Auth/Pay

Engagement Models

Choose the engagement that fits your stage

All engagements include 14+ years of battle-tested judgment. No offshore handoffs, no junior staffing.

Tier 01
Spark
Let’sTalk
For early-stage founders & peers who need a quick architectural gut-check or a focused brain download.
- 30-minute technical deep-dive
- Architecture review & feedback
- Stack recommendation for your vertical
- India-market product insights
- Hands-on implementation
- Ongoing support
Start Conversation
Most Common
Tier 02
Forge
Let’sBuild
Full co-founder mode. Product conception → working prototype → GTM. Ideal for AI-native B2B SaaS in India.
- 0→1 product engineering
- Cursor scaffold + Prisma schema
- Next.js + Claude API integration
- Razorpay, Clerk, WhatsApp UX
- Multi-tenant SaaS architecture
- IntelliForge brand alignment
Deploy Together
Tier 03
Enterprise
Custom
Embedded Principal Engineer for your team. Architecture ownership, tech strategy, and engineering leadership at scale.
- Embedded tech leadership
- Full-stack team upskilling
- Compliance + RegTech expertise
- Banking, Pharma, IoT domain knowledge
- AI/ML integration strategy
- Fortune 500 delivery standards
Enterprise Enquiry

Service Level Agreement

Independently verifiable on LinkedIn

Metrics measured across 14 years of production deployments. Receipts on request.

Delivery Rate: 99.7%
Response Time: < 48h
Production Outages Caused: 0
Verticals Covered: 6

Career Timeline

Release history

Every career phase shipped to production. Every release is backward-compatible.

v14.0
2025–Present
AI Practitioner Era
AI
Principal SE @ Compliance RegTech · Founded IntelliForge AI · MTech DSAI @ IIIT Dharwad · Launched GarageOS, KinderOS, FacilityOS, MedForge, CareerOS, ClipForge and more AI-native SaaS products.
v12.0
Oct 2023
Full-Stack Mastery
Feature
Senior Full-Stack at Fortune 500 Pharma · Led 7-engineer Agile squad · Spring Boot microservices (+30% scale) · Angular 15 (+35% engagement) · Jenkins CI/CD.
v10.0
Dec 2021
Enterprise Banking Architecture
Architecture
Global Banking Corp · Personal Accounts & Core API Platform · Oracle + HBase + NuoDB polyglot persistence · OpenShift deployment · Angular 12 SPA.
v8.0
Apr 2019
Top-4 Investment Bank Deployment
Feature
Client Onboarding Lifecycle Tool on Pivotal Cloud Foundry & AWS · 98% test coverage · Docker + Jenkins · Zero-downtime deployments.
v5.0
Sep 2016
Telecom Scale & Leadership
Architecture
Module Lead at Global Telecom Leader · Microservices + RabbitMQ · Elasticsearch + Kibana · 13M+ test results · 2,600+ registered users.
v1.0
Feb 2012
Initial Release — IoT & Early AI
Initial
Semiconductor & IoT Company · Hindi Reader with OpenCV + ANNs · IoE Cloud Agent · CoAP Protocol · LTE UE/eNB Simulator in C++ & Perl.

Ready to ship?

Let's build something India deserves.

AI-native. India-first. Production-grade. Whether you have a brief, a half-baked idea, or just an interesting problem — let's talk.

gen.girish@gmail.com LinkedIn GitHub