J. Curty

Developer focused on data science & systems programming

HE-ARC graduate building at the intersection of machine learning and systems programming. DoctorFill is the throughline: a project that grew from a simple idea into a full pipeline for intelligent document processing, from extraction to inference to action.

Currently, going deep on Rust to understand computing from the ground up - memory models, concurrency, performance. The goal is clear: build robust, intelligent systems that actually ship to production.

Python Data Science & ML
Rust Systems & CS Fundamentals

Data Science / ML

  • NLP & Text Processing
  • OCR & Document Extraction
  • RAG (Retrieval Augmented Generation)
  • Embeddings & Vector Databases
  • Reranking & Semantic Search
  • LLM Integration & Prompt Engineering
  • Data Extraction Pipelines
  • Knowledge Graphs

Systems / CS

  • Systems Programming
  • Memory Safety & Ownership Model
  • Concurrency & Multithreading
  • Performance Optimization
  • Low-Level Computing Concepts
  • Error Handling Patterns

Selected Work

Let's talk.