AI Coding






AI Projects — Aneel Badyal


ACTIVE — AI CODING PROJECTS

Building with
AI, one script
at a time_

A marketer turned builder. Using Python, AI, and a healthy obsession with automation to ship tools that actually do useful things.

$
git clone
–all
github.com/aneelb23
6
repos
100%
python
AI
powered

// projects


tcgplayer.com item price stock Charizard $420 12 Pikachu $88 34 Mewtwo $210 5 Blastoise $145 9 scraping… 147 items found auto-updated every 15 min
🕷

scraper

Website-Scraper

A Python web scraper built for TCG Player — pulls pricing, inventory, and product data automatically. The kind of tool that saves hours of manual copy-paste.

Python
BeautifulSoup
TCGPlayer
data



view on github →


0 25k 50k 75k 100k Q1 Q2 Q3 Q4 Q5 Paid Organic Brand ROI: 3.4×
📊

modeling

Marketing Mix Models

Build and experiment with measurement models including MMM (Marketing Mix Modeling). Where data science meets marketing attribution — understanding what’s actually driving revenue.

Python
MMM
statistics
attribution



view on github →


0 1k 2k 3k 4k historical forecast Budget forecast +18% clicks
📈

forecasting

SEM Forecasting

Forecasting models built specifically for Search Engine Marketing. Predict performance, plan budgets, and make smarter decisions before you spend a dollar.

Python
SEM
time-series
budgeting



view on github →


streamlit run geo_app.py Controls Region All ▾ Metric Revenue ▾ Points shown 4,218 updated now San Francisco $142k rev
🗺

app

Python Projects

A collection of Python experiments and apps — including geo-mapping tools, interactive Streamlit dashboards, and data visualizations. A living lab for trying new ideas.

Python
Streamlit
mapping
HTML



view on github →


Google Reach 2.4M CPM $4.20 Impr. 580k Meta Reach 3.1M CPM $6.80 Impr. 720k LinkedIn Reach 890k CPM $38.00 Impr. 210k G M LI overlap total est. reach 5.8M
🎯

audience

Media Audience Planner

Forecasts audience targeting across major media buying platforms — input your parameters and get projected reach, impressions, and CPM estimates across Google, Meta, and LinkedIn in one place.

Python
Google Ads
Meta
LinkedIn
forecasting



view on github →


Budget Optimizer Total Budget $ 50,000 Channels Google, Meta, CTV Goal Max Conversions ▾ ▶ Optimize Recommended Allocation alloc 3 ch Google $22,500 Meta $15,000 CTV $12,500 proj. lift +23%
💰

optimizer

Budget-Optimizer

A Python tool that takes a total media budget and recommends the optimal split across channels to maximize conversions. Input your spend, goal, and channels — get a data-driven allocation back.

Python
HTML
optimization
media
budgeting



view on github →

// more on github

All repos are public. Star, fork, or open an issue — always down to collaborate.



github.com/aneelb23