HotNew release

Fundamentals & system design

AI Forward Deployed Engineering

Build AI systems that work beyond the prototype.

A practical guide to designing, deploying, and operating production-ready AI systems — agents, RAG, MCP, A2A, and the full system-design lifecycle.

AI agentsRAGMCPA2AMulti-agent systemsTool callingMemoryGuardrails

Discovery & Scoping → Requirements → MVP Architecture → Production Design → Security & Reliability → Deployment & Scaling → Evaluation & Observability

Apply these concepts through 5 scenario-based system designs, including:

01Enterprise RAG & Knowledge Assistant
02Intelligent Invoice Automation Agent
03Agentic Commerce & Product Discovery
04Customer Service & Case Resolution Agent
05AI Sales & Customer Onboarding Agent

Designed for AI engineers, forward-deployed engineers, software engineers, and system architects building real-world agentic AI systems.

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ACTIVE

Dr. SK

SR. AI FORWARD DEPLOYED ENGINEER

10+

YEARS

Tech +

Leadership

SK-AI-2026

About Sagar Khatri

Sr. AI Forward Deployed Engineer

7+ years in Software Engineering & Agentic AI

Fortune Global 50 AI Forward-Deployed Engineer building production-ready AI agents, multi-agent workflows, RAG pipelines, MCP-enabled integrations, and full-stack AI applications that solve complex enterprise business flows. USAII Certified AI Scientist focused on connecting AI with real systems and delivering measurable business value.

Strategic LeaderStrategic leader with a Doctorate in Business Administration, specializing in Information Systems and Enterprise Resource Management — with earlier leadership roles supervising 100+ schools in Nepal's education sector. Also an Author of practical AI and mental wellness books, and a Mental Health Advocate (MHFA-Certified), bringing clarity, resilience, and a human-centered perspective to high-performance teams.

Live projects

Sr. AI EngineerAI-Native Software EngineerStrategic LeaderUSAII Certified AI ScientistMental Health Advocate (MHFA-Certified)

FDE toolkit

Tech stack for field delivery

Organized the way Forward Deployed Engineers ship: Azure and GCP for enterprise clouds, Grok / xAI for frontier reasoning, and open source so agents stay portable.

years

Software Engineering & Agentic AI

Core stack

PythonFastAPIReactTypeScriptNext.js

Models

ClaudeGeminiGPTGrok

Enterprise cloud

Azure

Ship governed agents on Microsoft cloud — retrieval, identity, containers, and ops.

Azure OpenAIAzure AI FoundryAzure AI SearchContainer AppsAKSFunctionsCosmos DBKey VaultEntra IDAzure DevOpsMonitor / App Insights

Vertex & ADK

GCP

Vertex-native agents and RAG for regulated workloads — search, Cloud Run, and controls.

Vertex AIGoogle ADKCloud RunVertex AI SearchVector SearchModel ArmorDocument AIBigQueryCloud TraceIAM / VPC-SC

Frontier delivery

Grok · xAI

xAI platform for tool-using agents, fast product loops, and field demos.

Grok APIxAI platformFunction callingStreaming chatTool useRealtime reasoning

Portable runtime

Open source

Vendor-neutral agent stacks so delivery is not locked to one cloud or model provider.

LangGraphLangChainMCPPostgresRedisDockerKubernetesStreamlit

Streamlit AI learning studio with RAG-lite tutoring and progress tracking

Open source

↗

Production builds

Live Projects

Production experiences across AI career navigation, investor data, and family learning — each with a direct link to explore.

pilotmycareer.com

Live

For professionalsFree career check

Pilot My Career

You are the pilot. AI is your copilot. A free AI career hub for professionals — resume matching, interview prep, LinkedIn guidance, and wellness support.

Navigate career uncertainty with confidence
Resume-to-job matching & interview prep
LinkedIn improvement & AI career resources
Wellness support for working professionals

Audience: Professionals
Focus: Career growth + wellness

Visit live site

getauctionlist.com

Live

LiveData product

Get Auction List

Texas foreclosure and trustee sales in one book-style table — sale dates, parties, legal lines, and property context without hopping across county PDFs and clerk sites.

County auction rows in a single scrollable table
Authenticated AI Front Door (RAG + SQL + tools)
Filter by county, city, ZIP, and sale month
Links to official CAD & clerk records

Audience: Real-estate investors
Focus: Research velocity

Visit live site AI Front Door architecture

avianaa.com

Live

LiveFamily experience

Avianaa

Aviana's fun world — brain-boosting mini games and inspiring kids' books in one cozy corner of the internet, with Amazon book links and a playful games hub.

Kid-friendly games hub
Tiktactoe game
Memory game & more
Positive affirmations & coloring books

Type: Games + publishing
Focus: Family engagement

Visit live site

Blueprints, Streamlit apps, and interface concepts live in Resources.

Explore all builds

Roles

Experience

Current role first, then the path from teaching and public service to production AI engineering.

Sr. AI Engineer

Present

Global Leading AI Software Company

USA · On-site

Oct 2026 – Present

May 2019 – Oct 2026
Software Engineer
Fortune Top 25, Fortune Global 50 Company
USA · On-site
Jan 2024 – Oct 2026
Founder & Principal AI Engineer
SK Creation · Self-employed-Personal Project
United States · Remote
Feb 2016 – Jan 2019
IT Support Specialist
Experimax · Full-time
USA · On-site
May 2011 – Jun 2014
Section Officer
Government of Nepal
Nepal
Jul 2009 – May 2014
Lead Trainer | Motivational Speaker
Self-employed
Nepal
Mar 2012 – Sep 2013
Guest Lecturer
Gyan Deep College
Nepal
Aug 2008 – Mar 2011
Mathematics Teacher
Janata Higher Secondary School
Nepal

Degrees

Education

Mathematics, management, computer science, and a doctorate in information systems.

Doctorate

DBA - Information Systems & Enterprise Resource Management

California Intercontinental University

Master's

Master's in Management

Tribhuvan University, Nepal

Bachelor's

Bachelor's in Mathematics

Tribhuvan University, Nepal

Associate

Associate of Science in Computer Science

Houston Community College, Houston, TX

Credentials

Certifications

AI science, cloud architecture, security, and mental-health first aid.

Certified AI Scientist

Featured

Certified Mental Health First Aider

Google Cloud Architect

Azure Developer

Azure DevOps Engineer

CompTIA Security+

CompTIA CySA+

CompTIA Security Analyst Professional

Publications

FDE system design, AI career titles, and wellness collections on Amazon.

Read FDE