Skip to content
View pratikpanchal4472's full-sized avatar
0 followers · 2 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

Block or report pratikpanchal4472

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
pratikpanchal4472/README.md

Hi 👋, I'm Pratik Panchal

Principal Architect · AI/ML-Native Systems · Data Engineering · Cloud-Native

{
  "focus"    : ["Agentic AI & NL2SQL", "Privacy-preserving ML", "Streaming data pipelines"],
  "location" : "Ahmedabad, India 🇮🇳",
  "exp"      : "13+ years"
}

🏗️ Impact at a glance

🟠 NL2SQL agents 🟢 10M+ records 🟡 60% cost cut 🔵 20K events/sec
Axiom — Bedrock AgentCore analytics over a Zero-ETL lakehouse Zero PII exposure via AWS Clean Rooms + Milvus Legacy batch → streaming modernisation Python microservice scale at Abstract Security

🧰 Current stack

Layer Tools
Cloud & ML Bedrock (Models · Guardrails · AgentCore) · MCP · SageMaker · Clean Rooms · ECS · EKS · MSK · Glue · Redshift · Lambda · Amazon Connect
Data Apache Flink · Kafka · Spark · Airflow · Temporal · Apache Doris · DataZone (SageMaker Lakehouse) · Lake Formation
AI / Vectors LangChain · LangGraph · Strands Agent Framework · Spring AI · Milvus/PgVector · HNSW · ONNX · YOLO & Vision Models
AI tooling Claude Code · Cursor · Ollama
Backend Java · Spring Boot · Python · FastAPI · Go · Node.js
Frontend React · Next.js · TypeScript · Zustand · Recoil · Angular
DevOps / IaC Docker · Kubernetes · Helm · ArgoCD · GitHub Actions (OIDC) · Jenkins · CDK · LocalStack
Databases PostgreSQL · MongoDB · Apache Doris · ClickHouse · Redis · DynamoDB

📅 Career

2025 → 2026  Principal Architect      @ Armakuni Private Limited
2022 → 2024  Engineering Tech Lead    @ Crest Data Systems
2017 → 2022  Principal Engineer       @ Malbek Solutions LLP
2015 → 2017  Software Engineer        @ Revitas (ModeIN)
2012 → 2015  Assoc → Senior SWE       @ Accenture

🎓 Education

2026 → now   Diploma, AI & ML for Industry   @ IIT Delhi (distance, pursuing)
2008 → 2012  B.Tech, Electronics & Comms     @ Nirma University

📜 Certifications

AWS Solutions Architect – Professional · AWS Cloud Practitioner · PSM I

📚 Recent courses

Model Context Protocol (Anthropic) · Building with the Claude API (Anthropic) · AI Agents Fundamentals (Hugging Face) · Claude Code in Action (Anthropic) · Amazon Connect · n8n Automation · Apache Flink · Spring AI

📫 Connect

LinkedIn Email Portfolio

Pinned Loading

  1. argocd-demo argocd-demo Public

    ArgoCD Sample nginx application for demonstration

  2. building-with-claude-api building-with-claude-api Public

    Handson Excercises to follow along for this course: https://anthropic.skilljar.com/claude-with-the-anthropic-api

    Jupyter Notebook

  3. contract-analysis-agent contract-analysis-agent Public

    Contract Analysis Agent

    Java 1

  4. hf-agents-course hf-agents-course Public

    Practices from https://huggingface.co/learn/agents-course

    Python

  5. ml-fundamentals ml-fundamentals Public

    Machine Learning Fundamentals

    Jupyter Notebook

  6. neural_networks neural_networks Public

    Neural Networks Examples

    Jupyter Notebook