The full technical answer: LZ77 sliding window, Huffman coding, Shannon entropy, and why your JPEG won't compress at all — with SVG diagrams and real code.
Read MoreUse Claude's Apify connector to scrape 100+ LinkedIn jobs in real time and render a fully filterable, sortable HTML dashboard — with the complete prompt included.
Read MoreGetting your portfolio indexed is harder than building it. I'll walk through sitemap setup, Schema.org Person markup, canonical tags, and the exact steps I took to get srikanthbadavath.com indexed.
Read MoreWhen you add or remove a node from a distributed cache, naive modulo hashing remaps almost every key — causing a thundering herd. Consistent hashing fixes this by moving only K/N keys on average. I'll break down the ring structure, virtual nodes, and how systems like Amazon DynamoDB and Apache Cassandra use it under the hood.
Read MoreConsistency, Availability, Partition Tolerance — you can only guarantee two. But most engineers have never actually seen a network partition happen in production. This post walks through what the CAP theorem really means with real-world examples from Cassandra, DynamoDB, and Zookeeper, and why the choice is rarely as clean as the textbook makes it sound.
Read MoreStepping into the GTA role for CS 5664 Social Media Analytics opened my eyes to how graduate students approach text mining and classification problems — and where they consistently get stuck.
Read MoreAt Blenheim Chalcot, building GenAI products meant more than calling an API — it involved careful dataset curation, instruction tuning, and regression-based evaluation to track growth KPIs.
Read MorePublished at IEEE ICAISS 2023, this paper explores regression and ensemble methods to predict secondhand smartphone prices. I'll walk through dataset construction, feature engineering, and what the model actually learned.
Read PaperFour merged pull requests, two open-source projects, and a lot of code review feedback — here's what contributing to real production repositories taught me in my first Hacktoberfest.
View GitHubCompleting 100+ Qwiklabs in a summer forced me to work end-to-end with GCP — from BigQuery to Kubernetes to Vertex AI. Here's what actually stuck and what I'd do differently today.
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