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christinestraub/README.md

Hi, I'm Christine Straub πŸ‘‹

πŸ“ San Clemente, California | πŸ€– Fullstack AI/ML Engineer | πŸš€ (8+ Years)

Python PyTorch TensorFlow TypeScript React Docker Kubernetes GCP AWS Machine Learning Deep Learning GPU

Fullstack AI/ML Engineer with 8+ years of experience bridging the gap between cutting-edge AI research and production-grade engineering. Specializing in Generative AI (RAG/Agents), Computer Vision, and Enterprise MLOps.

🌐 Portfolio | πŸ“§ Email | πŸ‘” LinkedIn

Key Projects & Impact

πŸ€– Generative AI & Product Engineering

  • πŸ“„ Unstructured.io – Engineered high-throughput data extraction pipelines for LLM ingestion, processing millions of complex documents with state-of-the-art layout analysis (Senior AI/ML Engineer).
  • πŸ™οΈ Duxre – Architected the DASH Chatbot’s multi-agent RAG engine, enabling complex CRE task orchestration and streamlining asset analysis through intelligent automation and evaluation (AI/ML Tech Lead).
  • ✍️ Averi AI – Developed a GenAI marketing copilot leveraging LLMs for automated content optimization and brand-aligned strategy generation (AI/ML Tech Lead).
  • πŸ—£οΈ Speechlabs – Advanced NLU capabilities for next-gen audio analysis, implementing high-accuracy sentiment tracking and speech processing pipelines (Senior Software Architect).
  • πŸ•ΈοΈ Araya – Architected an AI-driven healthcare EMR system, implementing Knowledge Graphs and semantic search to unlock latent clinical insights from enterprise-scale unstructured medical data (AI/ML Tech Lead).
  • πŸ‡ΊπŸ‡Έ MyRuck AI – Spearheaded a full-stack HR automation platform connecting veterans to benefits via intelligent RAG-driven government API integrations (AI/ML Tech Lead).
  • πŸŽ“ WeStepForward – Built adaptive exam preparation platforms featuring personalized, AI-driven learning paths and retrieval-augmented study aids (AI/ML Tech Lead).

πŸ‘οΈ Computer Vision & AI

  • πŸ›οΈ Medici Land Governance – Working on blockchain-based land administration, high-volume Intelligent Document Processing (IDP) systems (Senior ML Engineer).
  • πŸ€– RIOS AI – Built production MLOps pipelines for industrial robotics, orchestrating real-time video anomaly detection and closing the data-to-annotation loop (Senior ML Engineer).
  • 🍍 Eastern Kentucky University – Pioneered drone-based Computer Vision systems for agricultural spatial analytics, optimizing crop yields in developing regions (Senior ML Engineer).
  • 🧬 Specific Diagnostics – Accelerated bacterial infection diagnostics using AI-powered computer vision and high-precision signal processing (Senior ML Engineer).

βš™οΈ Advanced MLOps, Production Data Engineering, Machine Learning

  • πŸ•΅οΈβ€β™€οΈ Memetica – Designed scalable threat intelligence infrastructure and digital investigation pipelines for real-time tracking of disinformation (Senior Data Engineer).
  • πŸ›‘οΈ Sapient Logic (COMET & POLAR) – Technical Lead for mission-critical military intelligence systems and tactical mobile OCR solutions for the DoD (AI/ML Tech Lead).
  • πŸŽ“ Collegis Education – Optimized higher education analytics engines using real-time GCP data pipelines and predictive modeling for enrollment growth (Senior Data Engineer/Scientist).
  • πŸ“¦ Inxeption – Engineered logistics pricing engines and vendor management systems processing massive transaction volumes with sub-second latency (Senior Data Engineer/Scientist).
  • 🧠 Soul Machines – Architected conversational AI for hyper-realistic "Digital People," enhancing student engagement via sentiment-aware interaction models (Senior ML Engineer).
  • πŸ” Sapient Logic (Cybersecurity) – Developed semantic similarity engines mapping cyber threats to the MITRE ATT&CK framework for automated defense (Senior ML Engineer).
  • πŸ“Š DeepChannel – Optimized custom ETL pipelines and data warehousing solutions for high-performance, sub-second analytics (Senior AI/ML Engineer).
  • πŸ” DQLabs – Engineered Deep Learning solutions for automated data quality assurance and semantic type detection across massive datasets (Senior AI/ML Engineer).
  • πŸ“ˆ EMCA – Deployed advanced time-series forecasting models for real-time operational anomaly detection and resource optimization (Senior ML Engineer).
  • οΏ½ Plus One Company – Implemented an NLP-powered call analysis platform extracting actionable business intelligence from voice data at scale (Senior ML Engineer).

Languages and Tools

Generative AI & LLM Utilities

LangChain LlamaIndex HuggingFace OpenAI Pinecone ChromaDB WandB Ragas Arize

Computer Vision & Robotics

OpenCV Encord Roboflow ROS YOLO MATLAB

Data Science & Machine Learning

Python PyTorch TensorFlow Scikit-Learn Pandas NumPy

Cloud, MLOps & Data

Metaflow AWS GCP Azure Docker Kubernetes Linux Jenkins Kafka PostgreSQL MongoDB MySQL Git

Full Stack Development

React TypeScript Node.js Java HTML5 CSS3 JavaScript Django Flask FastAPI

Pinned Loading

  1. robotic-grasping robotic-grasping Public

    Forked from skumra/robotic-grasping

    Antipodal Robotic Grasping using GR-ConvNet. IROS 2020.

    Python

  2. AI-SQLBrain-App-Using-LLM-Agents AI-SQLBrain-App-Using-LLM-Agents Public

    Welcome to the AI SQL Brain App repository! With this app, you can interact with a natural language interface to generate SQL queries, making it easier for both beginners and experienced SQL users …

    Python 1

  3. Text-Generation-Gradio-LLM-App-Using-Huggingface-Transformers Text-Generation-Gradio-LLM-App-Using-Huggingface-Transformers Public

    This repository is a Text Generation app powered by the Huggingface's GPT-2 language model (LLM).

    Jupyter Notebook 1

  4. WordToSQL-App-Using-OpenAI-s-text-davinci-003-LLM WordToSQL-App-Using-OpenAI-s-text-davinci-003-LLM Public

    Enter any prompt and get a SQL statement back!

    Python 1

  5. Text-To-Data-GeminiAI-App Text-To-Data-GeminiAI-App Public

    Python