Satnam Singh
hi, i'm

SATNAM SINGH — Agentic GenAI Developer

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

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 · Power Platform · Redis · PySpark.

see how i work
Satnam Singh, Agentic GenAI Developer
available for work
Agentic AI✶MCP✶Microsoft Fabric✶Azure AI Foundry✶Azure OpenAI✶FastAPI✶Power Platform✶PySpark✶
Agentic AI✶MCP✶Microsoft Fabric✶Azure AI Foundry✶Azure OpenAI✶FastAPI✶Power Platform✶PySpark✶
a little about me

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

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 all three, so the data, the AI, and the insight actually fit together.
first

The data foundation

I build the data layer in Microsoft Fabric. Lakehouses, warehouses, Delta Lake, and a Medallion architecture, with PySpark pipelines moving more than 120 million records a day. Clean, reconciled, monitored data that everything else can stand on.

then

Intelligence on top

On that foundation I add GenAI and agentic systems. Multi-agent orchestration with LangGraph, RAG over enterprise knowledge, MCP tool layers, and Azure OpenAI reasoning. Agents that retrieve trusted context, follow business rules, and stay grounded.

finally

Real insight

The point is the decision, not the pipeline. I turn data and agents into KPI intelligence, analytical summaries, and automated insights that teams trust and act on. Insight from data engineering and from agentic AI, end to end.

my journey

Work experience

2026 / Now
Associate ConsultantZS Associates

Promoted to Associate Consultant after delivering high-impact GenAI and Microsoft Fabric workstreams. Building enterprise-grade agentic AI systems, MCP-enabled knowledge layers, Azure AI Foundry agents, FastAPI backends, and Fabric-based analytics platforms — focused on grounded AI, secure enterprise integration, explainable insights, and production-ready architecture.

2025
Agentic AI & Microsoft Client WorkstreamsZS Associates

Led and contributed to multiple Microsoft-facing agentic AI initiatives, including a reusable Knowledge Layer with MCP integration, the SME&C agentic analytics platform, the Startup Application Review Agent, and the Startup Advisor & Co-sell intelligence platform. Worked across Azure AI Foundry, Azure OpenAI, Azure AI Search, Microsoft Fabric, Function Apps, Logic Apps, PowerApps, Dataverse, Redis, and FastAPI. Recognised with the Client Impact Champion Award for a first-of-its-kind Microsoft Fabric implementation that reduced pod-wide delivery timelines by 40%.

2024
Technology AssociateZS Associates, Gurugram

Joined ZS as a Technology Associate and built production data platforms, ETL / ELT pipelines, DQM accelerators, and backend services using Python, PySpark, SQL, Microsoft Fabric, Delta Lake, and Azure services. Worked on large-scale pipelines handling 120M+ records daily and contributed to reusable Fabric / Data Engineering accelerators.

award

Client Impact Champion

2025, for a first-of-its-kind Microsoft Fabric implementation.

certified

MS Fabric Data Engineer

Microsoft Certified: Fabric Data Engineer Associate.

education

B.Tech, Computer Science

BVCOE, New Delhi. 9.01 CGPA, 2024.

research

Published Research

Paper in IJFMR. Microsoft Engage 2022 finalist.

my toolkit

Tech stack

The tools I reach for, organised the way I actually think about them — from raw language up to security on top.

Agentic AI

07
Azure AI FoundryAzure OpenAILangGraphMCPRAGPrompt EngineeringMulti-Agent Orchestration

Backend

05
PythonFastAPIAsyncIOPydanticREST APIs

Data & Analytics

08
Microsoft FabricFabric SQL EndpointPySparkSQLDelta LakeLakehouseMedallion ArchitectureDQM

Search & Retrieval

05
Azure AI SearchVector SearchSemantic SearchHybrid SearchEmbeddings

Cloud & Integration

06
Azure Function AppsAzure Logic AppsAzure Key VaultAzure MonitorAzure Container AppsManaged Identity

Power Platform

03
PowerAppsPower AutomateDataverse

State & Performance

04
RedisConnection PoolingCachingParallel Processing

DevOps

04
GitGitHubAzure DevOpsDocker

Security

05
Microsoft Entra IDRBACManaged IdentityOAuth 2.0Private Endpoints
selected work

Systems I've
built & shipped

Agentic AI, data, and backend systems built for real enterprise use across Microsoft Fabric, Azure AI Foundry, Azure OpenAI, MCP, Power Platform, and FastAPI.
impact
live in production
Reusable
MCP knowledge layer · one tool surface for Copilot, apps, and Fabric agents
MCPAzure AI SearchAzure AI Foundry
open case study
2025Agentic AI · MCP

Knowledge Layer & MCP Agent

A reusable enterprise knowledge layer that exposes KPI, schema, product, and semantic context through an MCP server. Built with Azure AI Search, Azure AI Foundry agents, Azure Function Apps, and Microsoft Entra ID for governed access.

MCPAzure AI SearchAzure AI FoundryFunction Apps
View project
impact
live in production
Self-serve
grounded analytics over Microsoft Fabric · KPI, SQL, charts, insights in one response
FastAPIAzure OpenAIMicrosoft Fabric
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.

FastAPIAzure OpenAIMicrosoft FabricRedisSQL
View project
impact
live in production
Review
automation for MFS & AFS startup applications · grounded in Fabric + vector knowledge
Azure AI FoundryPowerAppsDataverse
open case study
2025Support Automation · Foundry

Startup Application Review Agent

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

Azure AI FoundryPowerAppsDataverseMicrosoft FabricAI Search
View project
impact
live in production
Advisor
and co-sell intelligence · account + portfolio + co-sell analysis in one agentic surface
Azure AI FoundryMicrosoft FabricPowerApps
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, Fabric, PowerApps, Dataverse, and AI Search.

Azure AI FoundryMicrosoft FabricPowerAppsDataverse
View project
impact
live in production
−90%
manual data checks · supports pipelines processing 120M+ records daily
PySparkMicrosoft FabricDelta Lake
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.

PySparkMicrosoft FabricDelta LakeDQM
View project

LET'S TALK

building something useful and real?
Reach out
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Pixel art of Satnam Singh