Manjit Sithuraj

I build

Product Engineer crafting AI-powered enterprise systems for European SaaS — from intelligent agents to resilient backends to the infrastructure that ties them together.

3+
Years Experience
240+
Norwegian Municipalities
20
Agent Pipeline
Manjit Sithuraj

01 — About

The person behind the code

I'm a Product Engineer based in Bengaluru, India, currently building AI-powered financial reporting tools for Norwegian municipalities at Framsikt AS. My work sits at the intersection of backend engineering, AI systems, and product thinking.

I started as an Electronics & Communication engineer and moved into software — drawn by the ability to build things that scale. Over 3 years, I've shipped multi-agent LLM pipelines, government API integrations, frontend architecture rewrites, and an 80% cloud cost reduction.

Outside work, I co-founded Cerebral Bridge — an AI learning platform. I'm also working toward a Germany Masters in management, because the best engineers eventually become the people who decide what gets built.

AI Systems

20-agent pipelines, RAG, multi-tenant AI assistants hardened against prompt injection — backed by 90+ security tests.

Backend Engineering

Clean Architecture, CQRS, resilience patterns — shipping production systems for 240+ Norwegian municipalities.

International Context

3+ years building for a Norwegian SaaS — European enterprise compliance, multi-tenant SaaS, government APIs.


02 — Experience

Where I've worked

May 2026 — Present Current
Product Engineer
Framsikt AS, Bengaluru
C# · .NET 9 · Semantic Kernel · Azure OpenAI · Angular 20 · Azure
  • Built an AI reporting assistant (Azure OpenAI + Semantic Kernel) enabling non-technical users across 240+ Norwegian municipalities to query financial data in natural language — multi-tenant isolation via AsyncLocal and 90+ security tests.
  • Architected a 20-agent story-to-PR pipeline (Semantic Kernel + Azure OpenAI + Claude Code) automating brainstorming through PR creation with 6 parallel quality gates; embedded an AI auto-fix agent in GitHub Actions that detects, diagnoses, and patches failing builds without human intervention.
  • Proposed and architected a centralised feature flag management system (configuration-as-code) adopted by the CTO — CI codegen generates tenant/role-targeted flag JSON with zero manual handling.
  • Re-architected the reporting pipeline from Azure Blob + Parquet to EF Core SQL snapshots, adding Polly-based HTTP resilience (retry, circuit breaker, timeout) for government API integrations.
  • Integrated Brreg business registry (CEO sync, 3-year financial history) and dynamic multi-account Azure Storage following 12-Factor App patterns.
Jun 2023 — May 2026
Software Engineer
Framsikt AS, Bengaluru
C# · .NET 8 · ASP.NET Core · Angular · Azure · Docker · SQL Server
  • Reduced Azure compute costs by ~80% by profiling hot paths and restructuring request handling with MediatR and Clean Architecture.
  • Migrated 20+ legacy AngularJS/jQuery components to Angular with lazy loading — cutting median page load from 13s → 2s; built and maintained JavaScript/jQuery-driven UI interactions throughout the migration.
  • Led Jest → Vitest migration (29 suites / 630 tests) and built a containerised Playwright E2E sandbox on CI; integrated Coverity/Polaris, Black Duck, and SonarQube into the pipeline.
  • Migrated from Azure DevOps to GitHub Actions with parallelised pipelines cutting build time by 45%; implemented blue/green deployment with auto-rollback enabling trunk-based development.
  • Established secretless architecture with Azure Managed Identities and Key Vault; integrated Plandisc calendar API for 30+ municipalities reducing manual processing from 6 hours to 30 minutes.
Aug 2022 — Apr 2023
Engineering Intern
Zoho Corporation (ManageEngine), Coimbatore
Java 8 · SQL · REST · Google Admin SDK
  • Developed backend services for Chrome OS Mobile Device Management using Java 8 and Google Admin SDK — pushing structured policy profiles to managed devices at scale.
  • Designed relational schemas and XML serialization pipelines for administrative profiles over secure REST channels.

03 — Projects

Things I've built

Cerebral Bridge
Co-Founder & Architect

3-service AI learning platform — MERN onboarding portal, Python/React AI tutor engine, and .NET notification service via Azure Service Bus. Four AI capabilities: mock interview simulator, lecture summarizer, YouTube quiz generator, real-time Q&A chat.

C#PythonReact MongoDBAzure Service BusAzure OpenAI
🔗 Live demo — coming soon
AI Municipal Reporting Assistant
Product Engineer @ Framsikt

Natural language financial querying for 240+ Norwegian municipalities. Azure OpenAI + Semantic Kernel plugin architecture with strict multi-tenant isolation via AsyncLocal, prompt injection hardening, and XSS protection — backed by 90+ security tests.

Azure OpenAISemantic Kernel .NET 9Multi-tenantSecurity
Read the deep-dive →
20-Agent Story-to-PR Pipeline
Product Engineer @ Framsikt

End-to-end automation from story brainstorming to PR creation. 20 coordinated agents handling planning, code generation, parallel quality gates (security, tests, lint, E2E), and a runtime migration-apply gate — eliminating manual dev workflow handoffs.

ClaudeMulti-agent GitHub ActionsCodeRabbitC#
Read the deep-dive →
Code-First Feature Flag Platform
Product Engineer @ Framsikt

Built a code-first feature flag system enabling trunk-based development — daily production deployments with zero risk. Attribute-driven catalog, per-environment state via Azure App Configuration, client-safe filtering, and an expiry bot to prevent zombie flags.

Azure App Config.NET Trunk-Based DevDevOps
Read the deep-dive →

04 — Skills

Tech I work with

Languages
C#TypeScript JavaScriptSQL JavaPython
Backend
ASP.NET CoreEF Core Semantic KernelMediatR PollyCQRS Clean Architecture
Frontend
Angular 20RxJS Module FederationReact JavaScriptjQuery Kendo UI
Cloud & DevOps
Azure OpenAIService Bus Key VaultApp Insights Managed IdentitiesGitHub Actions Azure DevOps
Testing & Quality
VitestJest PlaywrightSonarQube CoverityCodeRabbit
AI Tools
Claude Code/CLIGitHub Copilot ChatGPTPrompt Engineering Agentic PipelinesMulti-Agent Systems

05 — Contact

Let's connect

Open to senior engineering roles, product roles, and interesting conversations. Based in Bengaluru — building for European companies since 2023.