Professional Articles published on Medium.com
Hand-picked tech insights & projects.
🤖 Building a Trading AI Chatbot that thinks like a Trader
How I built a RAG-powered assistant that transforms historical trades into actionable insights — all running 100% locally with LangChain, ChromaDB, Ollama and Streamlit.
Tue May 20 2025
⚡ Automate Your Docker App Deployment on AWS EC2 with Packer, Terraform and S3
Turn tedious AWS provisioning into a one-command magic trick using Packer, Terraform, S3 and Docker.
Mon May 05 2025
🌊 Building a Scalable and Open-Source Data Lake End to End Architecture
Learn how to build an enterprise-grade Data Lake using open-source tools like Apache Kafka, Spark, and MinIO.
Thu Mar 06 2025
📊 Data Lake Architectures 2025
Explore the latest trends, best practices, and architecture patterns for building future-ready Data Lakes.
Thu Mar 06 2025
📈 Building a Trading App on AWS with Redis Cache
A scalable and efficient trading app built on AWS with Redis.
Sat Jan 18 2025
⚡ FastAPI + React: Build a High-Performance Tracker
A step-by-step guide to building a powerful tracker app.
Tue Feb 18 2025
🤖 AI-Powered Tracker with OpenAI ChatGPT
A Developer’s Experience exploring AI-powered automation with OpenAI and ChatGPT.
Tue Feb 18 2025