I extracted and cleaned PDF text into labeled training chunks, and enriched the data with question-answer pairs generated via the OpenAI API.
- Data Engineering
- Data Annotation
- Data Wrangling
- PDF
- Data Extraction
I executed semantic text matching using embeddings and scoring to surface distinctive passages.
- Machine Learning
- Natural Language Processing
- Latent Semantic Analysis
- Python
- Word Embedding
I built an automation to create SEO-focused product image alt text for thousands of images.
- OpenAI API
- Prompt Engineering
- Multimodal
- API Development
- Python
I built a semantic ranking system using ML with configurable similarity, scoring, and exclusion models.
- Machine Learning
- Vector Database
- Python
I extracted 4,000 records from old PDF book scans with uneven OCR'd text in a 3-phase process, then delivered them with a CLI lookup tool.
- Python
- PostgreSQL
- Statistical Modeling
- Prompt Engineering
- PDF
I processed 107 MB of XML public records to extract corporate officer data and deliver it as a lead list spreadsheet.
I built an OCR tool that automatically tunes parameters using grid search to maximize accuracy for each document set.
- Machine Learning
- Optical Character Recognition
- Python