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    Notes on building things, breaking things, and occasionally writing about it.

    FeaturedJan 20, 20252 min read

    Staying Ahead of the Curve: My Approach to AI System Design & Modern LLM Architectures

    An in-depth look at how I stay up-to-date with cutting-edge AI System Design, multi-agent orchestration, RAG pipelines, and production LLM infrastructure.

    AI System Design
    LLMs
    Generative AI
    Architecture
    Read article
    Jan 10, 20251 min

    Advanced RAG Optimization: Hybrid Search, Re-Ranking, & Vector Storage

    Exploring techniques for enhancing Retrieval-Augmented Generation using ChromaDB, Hybrid BM25 search, and semantic re-ranking.

    RAG
    VectorDB
    Dec 28, 20241 min

    Building Resilient Microservices with Java & Spring Boot

    Best practices for architecting high-throughput, fault-tolerant enterprise backend services using Spring Boot and Java.

    Java
    Spring Boot
    Dec 12, 20241 min

    Deep Dive into C++ Template Metaprogramming & Custom Data Structures

    Understanding type-generic programming, memory allocation, and generic data structure design in modern C++.

    C++
    DSA
    Nov 30, 20241 min

    Evaluating & Monitoring Production LLM Pipelines with Observability

    How to track latency, token usage, hallucination metrics, and prompt performance in LLM applications.

    LLM
    Observability
    Nov 15, 20241 min

    Building Multi-Agent AI Workflows with LangChain & LangGraph

    Insights from engineering an automated multi-agent content and research pipeline using Python, LangGraph, and ChromaDB.

    Generative AI
    LangChain
    Oct 25, 20241 min

    Optimizing Web Performance with React 19 & Next.js App Router

    Exploring server actions, static site generation, component streaming, and modern frontend performance optimization.

    React
    Next.js
    Sep 10, 20241 min

    Automating Indian Market F&O Trading Strategies in Python

    How I built an algorithmic trading bot using TA-Lib, technical indicators, and automated crossover logic.

    Python
    Trading Automation
    Aug 14, 20241 min

    Applying SOLID Design Principles to Modern Backend Systems

    A practical guide to writing clean, maintainable, and testable code using SOLID principles in backend development.

    Clean Code
    SOLID
    Jul 2, 20241 min

    Scalable Data Ingestion: Web Scraping & Automation Best Practices

    How to design resilient browser automation and data scraping pipelines using Python, Selenium, and Playwright.

    Python
    Selenium
    Jun 18, 20241 min

    Low-Latency Execution in Algorithmic Trading Systems

    Reducing signal-to-order execution delay, WebSocket streaming optimizations, and memory efficiency in trading systems.

    Trading Automation
    Python
    May 27, 20241 min

    Achieving Milestone: Adding Blogs Section

    A humorous take on the monumental task of adding a blog section to my portfolio.

    milestone
    humor
    May 10, 20241 min

    The Evolution of Autonomous AI Agents: From Chains to Graph Workflows

    Tracing the paradigm shift in AI engineering from linear sequential chains to autonomous cyclic graph networks.

    Generative AI
    LangGraph