hi, i'm

SATNAM SINGH

Agentic GenAI Developer · Associate Consultant. Azure AI Foundry · Microsoft Fabric · MCP · AKS.

I build secure, grounded enterprise AI systems through MCP knowledge layers.

Azure AI Foundry · Microsoft Fabric · MCP · FastAPI · Azure OpenAI · Azure AI Search · Logic Apps · Function Apps · Azure Kubernetes Service · Redis · PySpark.

see selected work
Satnam Singh, Agentic GenAI Developer
available for work
Agentic AIMCPMicrosoft FabricAzure AI FoundryAzure OpenAIFastAPIAzure Kubernetes ServicePySpark
Agentic AIMCPMicrosoft FabricAzure AI FoundryAzure OpenAIFastAPIAzure Kubernetes ServicePySpark
a little about me

I'm Satnam, an Agentic GenAI and Python developer at ZS Associates in Gurugram. I work across the enterprise AI stack, from raw data to agentic decision systems.

I build the data foundation, add agentic intelligence on top, and turn it into insight people can act on. Not just pipelines, and not just chatbots. The full path from data to decision.

how i work

I build across
the whole stack

Most people own one layer. I connect the data, AI, and insight layers so the whole system actually fits together.

first

The data foundation

Microsoft Fabric, Lakehouse, Delta Lake, Medallion architecture, PySpark pipelines, and monitored data assets that everything else can stand on.

then

Intelligence on top

Multi-agent orchestration with LangGraph, RAG over enterprise knowledge, MCP tool layers, and Azure OpenAI reasoning.

finally

Real insight

KPI intelligence, analytical summaries, automated insights, and explainable outputs that teams can trust and act on.

my journey

Work experience

2026 / Now
Associate ConsultantZS Associates

Promoted after delivering high-impact GenAI and Microsoft Fabric workstreams. Building agentic AI systems, MCP-enabled knowledge layers, Azure AI Foundry agents, FastAPI backends, AKS-ready services, and Fabric-based analytics platforms.

2025
Agentic AI & Microsoft Client WorkstreamsZS Associates

Led and contributed to Microsoft-facing agentic AI initiatives including SME&C analytics, startup review, startup advisor intelligence, and Fabric implementation work. Recognised with the Client Impact Champion Award.

2024
Technology AssociateZS Associates

Built production data platforms, ETL / ELT pipelines, DQM accelerators, and backend services using Python, PySpark, SQL, Microsoft Fabric, Delta Lake, and Azure services.

my toolkit

Tech stack

The tools I reach for, from language and data up to cloud, delivery, and security.

Agentic AI

Azure AI FoundryAzure OpenAILangGraphMCPRAGPrompt EngineeringMulti-Agent Orchestration

Backend

PythonFastAPIAsyncIOPydanticREST APIs

Data & Analytics

Microsoft FabricFabric SQL EndpointPySparkSQLDelta LakeLakehouseMedallion ArchitectureDQM

Search & Retrieval

Azure AI SearchVector SearchSemantic SearchHybrid SearchEmbeddings

Cloud & Integration

Azure Function AppsAzure Logic AppsAzure Key VaultAzure MonitorAzure Container AppsAzure Kubernetes ServiceManaged Identity

DevOps

GitGitHubAzure DevOpsDockerKubernetes

Security

Microsoft Entra IDRBACManaged IdentityOAuth 2.0Private Endpoints
selected work

Systems I've
built, demoed & developed

Agentic AI, data, and backend systems across Microsoft Fabric, Azure AI Foundry, Azure OpenAI, MCP, Azure Kubernetes Service, and FastAPI.

impact
in development
In dev
MCP knowledge layer · governed tool surface for product, KPI, and schema context
open case study →
2025Agentic AI · MCP

Knowledge Layer & MCP Agent

A reusable enterprise knowledge layer currently in development. It exposes KPI, schema, product, and semantic context through an MCP server backed by Azure AI Search, Azure AI Foundry agents, Azure Function Apps, and Microsoft Entra ID.

In developmentMCPAzure AI SearchAzure AI FoundryFunction Apps
View project →
impact
demo available
Demo
grounded analytics over Microsoft Fabric · KPI, SQL, charts, insights in one response
open case study →
2025Agentic Analytics · Fabric

SME&C Agentic Analytics Platform

A custom FastAPI and agentic analytics platform that converts natural language questions into KPI retrieval, query enrichment, SQL generation, Fabric execution, validation, charts, and business insights. Demo available.

Demo availableFastAPIAzure OpenAIMicrosoft FabricRedisSQL
View project →
impact
demo available
Demo
automation for MFS & AFS startup applications · grounded in Fabric + vector knowledge
open case study →
2025Support Automation · Foundry

Startup Application Review Agent

An AI-assisted application review system using Azure AI Foundry, Microsoft Fabric, and Azure AI Search to support MFS / AFS application review, duplicate checks, investor code validation, and approve / reject recommendations. Demo available.

Demo availableAzure AI FoundryMicrosoft FabricAzure AI SearchLogic Apps
View project →
impact
demo available
Demo
advisor and co-sell intelligence · account + portfolio + co-sell analysis in one agentic flow
open case study →
2025Startup Intelligence · Co-sell

Startup Advisor & Co-sell Intelligence Platform

A Startup Advisor intelligence platform that combines account-level analysis, portfolio-level analysis, co-sell readiness assessment, and recommendation generation using Foundry agents, Microsoft Fabric, and AI Search. Demo available.

Demo availableAzure AI FoundryMicrosoft FabricAzure AI SearchDQM
View project →
impact
no demo available
−90%
manual data checks · supports pipelines processing 120M+ records daily
open case study →
2024Data Quality · Fabric

Automated DQM Framework

A PySpark-based DQM accelerator on Microsoft Fabric that performs schema extraction, rule-based validations, threshold monitoring, and alerting across production-scale lakehouse pipelines. No demo available.

No demo availablePySparkMicrosoft FabricDelta LakeDQM
View project →

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