Model Distillation Guide: Compressing LLMs for Edge Efficiency
Master how model distillation works with practical implementation for LLMs like Llama 3 Continue reading on AI Advances »
Master how model distillation works with practical implementation for LLMs like Llama 3 Continue reading on AI Advances »

Most AI trading content is vaporware. Here's what actually happened when I gave an AI $215 and full autonomy to trade and operate a real system. I did...

The Setup I wanted to sell digital products without: Building a website Setting up payment processing Paying monthly SaaS fees So I built a Telegram b...

How I Automated Corporate Logistics Planning Using Autonomous Agents and Human-in-the-Loop Governance TL;DR I built an autonomous system called EventS...
From a raw idea to a fully automated pipeline running on free cloud GPUs Continue reading on Medium »

Abstract This report presents a comprehensive evaluation of three small language models (SLMs) – Llama 3.2 (3B), Phi-3 mini, and Mistral 7B – running...

One evening, I was standing in a pizza kitchen watching orders come in. Continue reading on Poetic Python Stories »

Leveraging Gemini CLI and the underlying Gemini LLM to build Model Context Protocol (MCP) AI applications with Python from a local… Continue reading o...
I’m building a crypto trading system that backtests strategies across 748 symbols on Binance Futures. The ML pipeline generates 196… Continue reading...

A production-style streaming analytics pipeline using Kafka, Parquet, DuckDB, dbt, and Streamlit Continue reading on Medium »

Build a CLI "Vibe Check" Tool in One Afternoon 🎯 A weekend project that's actually useful on Monday It's Saturday afternoon. You've got a few hours,...

In part 1 of this blog series, we outlined the commands needed to get a local Spark environment running on Windows. Now, let’s explore why… Continue r...

If you've built an AI agent or assistant, you've hit this wall: the moment the session ends, it forgets everything. The user comes back the next day....

Many developers believe that writing complex code makes them look more skilled. In reality, the best developers focus on writing code that is simple,...

Title: The TikTok Deal: Uncovering the Alleged $10 Billion Fee Paid by Oracle and New Investors Introduction The acquisition of TikTok by a US-based c...

Your CrewAI agents can research, write, and code. But can they pay for services? Today I'll show you how to give your agents the ability to purchase A...

Title: The Rise of Prediction Markets: From Oscars to Global Events and Beyond Introduction The intersection of technology and entertainment has given...

IndyCar Safety Red Flag: A Wake-Up Call for Trackside Catering The world of IndyCar racing is known for its high-speed thrills and edge-of-your-seat a...

Modern hyperscale datacenters generate enormous volumes of telemetry data every second. Detecting the subtle signals that precede catastrophic network...
Java + Spring Ecosystem — Architect Roadmap Continue reading on Medium »
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