Daily Dose of Data Science

Daily Dose of Data Science

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Turn Any Website Into a Custom API in Claude Code
...explained as a step-by-step guide.
7 hrs ago • Avi Chawla
The Production Harness for AI-Built Apps
...explained with usage.
Jun 17 • Avi Chawla
Hermes Kanban: Mission Control for your Agents
Demo on building a 4-agent software team.
Jun 16 • Avi Chawla
[Hands-on] Build a Real-Time Satellite Tracker with Claude Code
Backed by a production-grade time-series database.
Jun 15 • Avi Chawla
Proximal Policy Optimization in RL
The full RL nanodegree, covered with implementation.
Jun 14 • Avi Chawla
Schema Guided Agent Memory for Production Agents
Some key lessons on building production-grade memory for Agents.
Jun 12 • Avi Chawla
The 8 Layer Engineering Behind Production AI Systems
The full map of what the role now spans, and where to go deep on each layer.
Jun 11 • Avi Chawla
Training an LLM to Generate Reliable Structured Output
Full RL pipeline, explained with hands-on code.
Jun 10 • Avi Chawla
Loop Engineering: Design the System That Prompts Agents
...explained visually.
Jun 9 • Avi Chawla
Your Agent Harness Should Repair Itself
...covered with an open-source solution.
Jun 8 • Avi Chawla
REINFORCE and Actor-critic Methods in RL
The full RL nanodegree, covered with implementation.
Jun 7 • Avi Chawla
Finally, Hermes Agent's Desktop App is Here!
Full hands-on video walkthrough.
Jun 5 • Avi Chawla
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