•4 min read
Implementing An SQS Like Message Queue System
I built a rudimentary AWS SQS clone with managed queues, visibilitytimeouts, DLQs.
AI/ML
sqs
node.js
+2 more
•5 min read
How I Used PostgreSQL, Groq & Vercel's AI SDK To Create A Chatbot For My Portfolio Website
My portfolio website contains a decent amount of text data, so I implemented a chatbot to interface with it.
AI/ML
AIML
vector-database
+6 more
•9 min read
Designing a Deterministic, Low Latency Decision Engine with C++
A high performance, deterministic decision tree engine built in C++ that evaluates rules via gRPC with low latency, hot reloadable trees, and production ready observability.
AI/ML
AIML
decision-trees
+3 more
•6 min read
Simulating vLLM's PagedAttention
An implementation of a simulation of PagedAttention in Python
AI/ML
AIML
blog
+3 more
•4 min read
Making A Peer Review System for My Blogs Using Google-ADK & Mem0
I needed an automation peer review my blogs, so I used Google-ADK and Mem0 to create an end to end system.
AI/ML
AI
agents
+4 more
•10 min read
Training a Mixture-of-Experts Router
I was curious about MoEs, so I implemented and tested one.
AI/ML
AIML
moe
+2 more
•11 min read
Building a Vector Database from Scratch - CapybaraDB
A custom implementation of a toy vector database
AI/ML
AIML
vector-database
+3 more
•6 min read
Be Curious About Your Compute
After facing a blocker related to hardware, I decided to deep dive into it: An Explainer
Hardware
blog
AIML
+4 more
•5 min read
How I Built an Automated Social Media Workflow with LangGraph
For me, posting on social media is a tedious task and repetitive task: draft → edit → get feedback → post. So I used Langgraph and some AI magic sauce to automate away these tedious jobs.
AI/ML
blog
AIML
+3 more
•6 min read
SHAP values for GBTs – intuition + how they work internally
This blog explores how Gradient Boosted Trees can be explained using PDP, ICE, and SHAP — with TreeSHAP making black-box models transparent and highly interpretable.
AI/ML
machine learning
blog
+3 more
•1 min read
Welcome to My Blog
Introducing my new blog where I'll share insights about software engineering, AI, and technology.
general
introduction
blog
+1 more