Smart Sentence Retriever
NLP Embeddings & Serverless Retrieval: I wanted a fast way to retrieve sentences that answer a question even when the wording doesn't match exactly.
Chatbot (LoRA + RAG)
RAG Chatbot Fine-Tuned with LoRA: The project needed to show both sides of a tourism chatbot decision: a custom fine-tuned model that could learn…
Shape Classifier Demo
Handwritten Shape Recognition: I wanted a model that can tell what shape someone drew.
UFO Sightings Dashboard
Tableau Geospatial Analytics: I wanted to see patterns in UFO sighting reports across the U.S.
COVID-19 Outbreak Drivers
Python XGBoost & SHAP: Using 2020-2023 HHS hospital-capacity data, I built an early-warning model to flag states at risk of crossing 90% ICU utilization in…
Empty-Package Shrink Dashboard
Excel Forecasting & BI: Empty-package shrink was growing, and leaders needed a single view of trends, hotspots, and forecasted risk across locations and…
Handwriting Legibility Scoring
PyTorch CNN Fine-Tuning: My wife says my handwriting is hard to read. I wanted an objective score.
Synthetic Digit Generator
Variational Autoencoder: I wanted to generate new handwritten digits, not just recognize them.
Sheet Music Watermark Removal & Upscale
UNet & VDSR Pipeline: I needed clean, readable sheet music. Most of what I could find was low-res and watermarked.
Delivery Tip
Excel Geo-Analytics & Optimization: I wanted to know which shifts and neighborhoods lead to better tips.
Store-Level Loss & Sales ETL
SQL ETL + Anomaly Detection: Leaders needed one reliable way to compare security incidents, theft hotspots, and sales signals without stitching together…
Pizza Tips Regression Modeling
Excel Analytics & Regression Modeling: Tips varied a lot by neighborhood and housing type. I wanted to see what actually drives them.
Baby Name Predictor
Python ML Pipeline: My wife asked me to suggest baby names. I wanted something that learns her taste instead of guessing.
Pizza Delivery Dashboard
Tableau Analytics & Forecasting: I needed a Tableau dashboard that could compare delivery zones, earnings, timing, and tip patterns quickly enough to…
Nonogram Solver
Reinforcement Learning (RL): I wanted to see if an RL agent could learn to solve Nonogram puzzles.
danielshort.me
Responsive Portfolio Site: I needed a fast site to show my work, especially on mobile.
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Portfolio
Analytics Portfolio
Business-facing case studies first: reporting automation, SQL workflows, dashboarding, forecasting, and technical depth.
Other Projects
Technical depth and additional case studies beyond the featured business analytics work.
Smart Sentence Retriever
NLP Embeddings & Serverless Retrieval
Chatbot (LoRA + RAG)
RAG Chatbot Fine-Tuned with LoRA
Shape Classifier Demo
Handwritten Shape Recognition
COVID-19 Outbreak Drivers
Python XGBoost & SHAP
Handwriting Legibility Scoring
PyTorch CNN Fine-Tuning
Synthetic Digit Generator
Variational Autoencoder
Sheet Music Watermark Removal & Upscale
UNet & VDSR Pipeline
Pizza Tips Regression Modeling
Excel Analytics & Regression Modeling
Baby Name Predictor
Python ML Pipeline
Nonogram Solver
Reinforcement Learning (RL)
danielshort.me
Responsive Portfolio Site
