Hi, I'm Mani
const mani = AI Engineer @ Microsoft · Fullstack · Open Source
I bridge the gap between
business problems and AI solutions.
Senior AI Engineer with 9+ years at Insightsoftware, Philips, and ADP. My work sits at the intersection of Agentic AI & RAG systems, .NET / React full-stack engineering, and customer-oriented solution design — with a rare Business Analyst background that ensures every system I build delivers real business value, not just technical output.
Enterprise AI Architecture
Designing production Agentic AI systems, Advanced RAG pipelines, and multi-agent orchestration using Azure AI Foundry, Semantic Kernel, LangGraph, and MCP — from architecture to deployment.
Full-Stack Engineering
End-to-end delivery with .NET 8 / C# Web APIs and React / Angular frontends. Comfortable across the entire stack — from SQL Server to React Native mobile apps.
Customer-Facing & Cross-Cultural
Direct experience working with customers across USA, Netherlands, Finland, Australia, and India — gathering requirements, designing solutions, and delivering value in globally distributed product teams.
Business + Technical Thinking
Rare combination: real-world Business Analyst experience from early career means I understand both sides. I translate complex business problems into pragmatic, high-value technical solutions — not just code.
Domain Expertise
Deep hands-on experience in Finance (disclosure management, XBRL, ERP), Healthcare (EMR, HIPAA, patient care platforms), and enterprise BI/analytics products at scale.
Collaborative & Mentor-Minded
Proven track record working in globally distributed Agile teams, contributing from requirements through production. Enjoy mentoring, sharing patterns, and elevating team engineering quality.
“The best AI system is the one that solves a real business problem, ships to production, and earns the trust of the people who use it every day.
”
Things I've Actually Built
Production systems, not side projects. Each one is live, battle-tested, and generating real value.
AI Document Intelligence Platform
Enterprise-grade document processing pipeline using Azure OpenAI, Form Recognizer, and vector embeddings for intelligent extraction and Q&A over 10M+ documents.
10M+ docs processed · <1s latency · 94% accuracy
Custom Vector Search Engine
High-performance semantic search engine built from scratch with approximate nearest neighbor search, HNSW indexing, and support for multi-modal embeddings.
10M vectors · <10ms p99 latency · 99.5% recall
My Technical Stack
Years of production experience across the full AI and engineering stack.
Enterprise AI & Agentic Systems
10 technologies
.NET & Backend Engineering
8 technologies
Frontend & Mobile
8 technologies
Cloud, Data & DevOps
8 technologies
// skill levels based on production usage, not courses
Where I've Made Impact
9+ years delivering production AI systems across finance, healthcare, and enterprise platforms — from full-stack roots to Agentic AI architecture.
Senior Software Engineer — AI & ML
Leading AI transformation of enterprise financial disclosure and BI platforms. Architecting Agentic AI systems and RAG pipelines across the CDM (Certent Disclosure Management) and Calumo product suites, collaborating with globally distributed teams across USA, Netherlands, Finland, Australia, and India.
- Built Advanced RAG pipelines using hybrid search (keyword + vector), semantic re-ranking, and intelligent chunking for automated XBRL compliance report generation — reducing manual reporting effort by 60%
- Developed multi-agent AI systems using Semantic Kernel, AutoGen, and LangGraph to orchestrate data extraction, validation, and structured financial report generation end-to-end
- Designed and integrated MCP (Model Context Protocol) enterprise connectors enabling AI agents to securely query SQL databases, invoke APIs, and interact with external SaaS systems via natural language
- Implemented memory-driven AI workflows with context-aware agents (short-term, long-term, and vector memory) for persistent reasoning across multi-step financial workflows
- Architected Auto-Tagging and Anomaly Detection features using Azure Durable Functions and LLMs to ensure high-fidelity financial data accuracy
- Implemented DocAssist — an AI-driven contextual product documentation assistant that accelerated client onboarding on the Calumo BI platform
Software Technologist
Worked on mission-critical healthcare applications for the Patient Care Platform serving European and Australian healthcare organizations. Built dual-framework frontends and cloud-integrated backends for EMR and real-time clinical communication systems.
- Integrated Azure Cognitive Services and Azure OpenAI into healthcare platforms, enabling AI-assisted clinical workflows
- Built real-time patient-provider communication modules (chat and video conferencing) with HIPAA and European healthcare regulatory compliance
- Developed dual-framework UIs in React v18 and Angular v10 to meet diverse organizational requirements across client deployments
- Engineered secure RESTful services using ASP.NET Core 6 Web API with Azure AD multi-tier authentication and Blob Storage for document management
- Implemented end-to-end testing pipelines with Cypress for critical healthcare workflows, ensuring release quality across multiple environments
Senior Member Technical
Owned end-to-end development of enterprise applications for Fortune 500 clients including FedEx and XPO, from requirements gathering through production commissioning. Built microservices-based platforms and automated enterprise workflows on Azure.
- Designed and delivered full-stack enterprise platforms for Fortune 500 clients (FedEx, XPO) using .NET Core microservices and Azure cloud infrastructure
- Built and integrated scalable Web APIs connecting multiple enterprise systems and third-party services across distributed environments
- Automated business workflows using Azure Functions and established CI/CD pipelines, reducing release cycle time significantly
- Implemented SSO across enterprise applications using Azure Active Directory, enhancing security and user experience
- Delivered modern full-stack solutions using Blazor, React, and Angular for diverse client UI requirements
Software Engineer
Full-stack software engineer building ERP and CRM applications for enterprise clients, working across all layers of the application stack — frontend, backend APIs, and database design.
- Built end-to-end ERP and CRM applications using ASP.NET MVC and Angular, handling full feature delivery from design to deployment
- Designed and optimized relational database schemas and stored procedures in MS SQL Server for complex business workflows
- Developed RESTful Web APIs consumed by Angular SPAs and third-party client integrations
- Collaborated across front-end, server-side, and database layers, gaining deep full-stack ownership of enterprise software delivery
Building in Public
My open source work on GitHub. Real code, real commits, real impact.
github.com/maniscodebaseLet's Build Something Real
Have a project that needs serious AI engineering? I'm selectively available for the right opportunities.
Direct Contact
Typically responds within 24h
Whether it's a full-time role, consulting engagement, or collaboration on an interesting AI problem — I want to hear about it.