Applied AI and Machine Learning Engineer building reliable systems for documents, audio, business data, and model decision support.
I design applied AI systems that transform unstructured business information—such as documents, catalogues, contracts, and recorded conversations—into structured, reviewable, and actionable results.
- Sales Call Analysis Agent – Transcribe and analyze sales conversations
- Catalog Vision Extractor – Extract structured data from product catalogs
- Contract Analysis Agent – Automate contract review and risk assessment
- The Humble Model Series
- Adversarial robustness
- Uncertainty and OOD detection
- California House Price Predictor
- Classification and model comparison
- Automating repetitive document review
- Extracting structured data from complex PDFs
- Analyzing sales calls and coaching performance
- Building RAG and rubric-evaluation systems
- Integrating AI models with APIs and databases
- Designing human-review and reliability controls
Python · FastAPI · PostgreSQL · Pydantic · PyTorch · Transformers · RAG · NLP · Speech AI · Vision LLMs · Docker · Testing
📝 Medium – The Humble Model Series
