Tech Tutorials
Hands-on, code-first walkthroughs for AI, cloud, and secure application development — 12 published.
How to Build a HIPAA-Compliant AI Medical Scribe App Using AWS Bedrock and Python
Tutorial
A reference architecture and working Python implementation for an ambient AI scribe that transcribes clinician-patient visits and drafts SOAP notes inside…
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Health & Medical
Fine-Tuning a Llama 3 Model for Automated Clinical Documentation and EHR Integration
Tutorial
A practical walkthrough of QLoRA fine-tuning for Llama 3 8B on de-identified clinical note pairs, plus a FHIR-based integration layer for pushing structur…
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Health & Medical
Deploying a Secure DICOM Medical Image Classification API on Google Cloud Vertex AI
Tutorial
Build and deploy a DICOM-aware image classification service on Vertex AI, covering de-identification, containerized preprocessing, model serving, and IAM-…
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Health & Medical
Building a Real-Time Algorithmic Trading Bot Using LLMs and the Alpaca Markets API
Tutorial
A reference implementation for a paper-trading bot that combines a rules-based signal engine with an LLM news-sentiment filter, executed through the Alpac…
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Finance & Business
Training a Custom Financial Sentiment Model for Stock Market Prediction Using Hugging Face
Tutorial
Fine-tune a FinBERT-based classifier on labeled financial headlines using Hugging Face Transformers, then wrap it in a serving API that outputs a daily se…
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Finance & Business
Automating Financial Statement Auditing and Risk Assessment Using RAG and LangChain
Tutorial
A RAG pipeline that grounds an LLM in a company's financial statements and prior-year audit notes to flag anomalies, ratio red flags, and disclosure incon…
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Finance & Business