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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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sameershukla/README.md

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📚 Books

I build systems, then write the book on them.



Optimizing PySpark
A Practical Guide to High-Performance Data Engineering

Catalyst optimizer · Shuffle reduction · Data skew & salting · Window functions · Logical plan analysis

From Tokens to Agents
Understanding, Building, and Scaling Modern AI Systems

LLM fundamentals · RAG · Advanced retrieval · Agentic systems with LangGraph & Claude

Building With Claude Code
The Agentic Development Handbook

👨🏻‍💻 About Me

name        : Sameer Shukla
role        : Director of Data & AI Architecture
company     : IntraEdge Technologies
location    : Dallas, Texas
experience  : 18+ years

background  :
  - Director of Data & AI Architecture
  - Lead Software Engineer
  - Principal Engineer
  - System Architect

education   :
  - Master of Computer Applications
  - Self-Taught Engineer

currently   :
  - Building production agentic AI systems on AWS & Snowflake
  - Writing "Agentic Systems in Production" (3rd book)
  - Expanding agentic-ai-lab open-source companion repository

goals       :
  - Publish "Agentic Systems in Production" as definitive practitioner reference
  - Research papers in Digital Health & AI sector
  - Grow agentic-ai-lab into a community reference implementation

🏆 Achievements

 

 

 


🤖 AI & Agentic Systems

System Stack Impact
Automated RCA Engine EventBridge → Lambda → AWS Bedrock → Claude Debug time: 30 min → 2 min
Custom MDM Platform Lambda, DynamoDB, SQS, EventBridge, OpenSearch, React AI-assisted identity resolution & survivorship
NL-to-SQL Agent LangGraph + self-correction retry loops Schema-grounded, production-safe query generation
Snowflake Cortex AI Cortex Search, Cortex Analyst, semantic views Embedding-based customer 360 at enterprise scale
Stateful Multi-Agent LangGraph + DynamoDB checkpointers Resumable workflows with cross-session state
RAG Pipeline BM25 + dense hybrid, cross-encoder reranking, RAGAS Production-grade retrieval with evaluation harness
Data Stewardship UI React + SQS + FastAPI + Lambda + human-in-the-loop End-to-end workflow automation for MDM stewards

🛠️ Tech Stack

AI & Agentic

LangGraph LangChain Claude AWS Bedrock RAG FAISS

AWS

AWS Lambda DynamoDB AWS Glue SQS EventBridge Step Functions OpenSearch

Data & Snowflake

Snowflake PySpark Airflow Kafka dbt

Languages & Frameworks

Python FastAPI React Java Spring Boot


📈 GitHub Stats


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  1. JavaFPLearning JavaFPLearning Public

    The Repository is a compendium of Java-based Functional Programming examples aimed at enhancing your comprehension of the concepts and facilitating your eventual implementation of them. The example…

    Java 32 4

  2. testcontainers-examples testcontainers-examples Public

    Java 2 1

  3. airflow-pipeline airflow-pipeline Public

    Python 2

  4. spanner-testcontainers-demo spanner-testcontainers-demo Public

    HTML 1

  5. scala-impatient-solutions scala-impatient-solutions Public

    Scala 1