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Achievements

Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

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salgadev/README.md

Carlos Salgado — Senior Software Developer

Test Automation • Embedded/Firmware/HIL • Agentic AI/Computer Vision
Aerospace → AI-augmented validation systems

🎯 Current Focus

  • Agentic AI: Multi-agent accessibility testing (NARWALL, Color-UX-Access) — Selenium, Playwright, VLM simulation
  • HIL/Firmware: Satellite hardware validation — threaded CAN payload testing, FPGA/Linux verification in Jenkins HIL
  • Test Automation: Continuous testing harnesses — LabVIEW E2E + SQL (IPG Photonics); Python/Bash Jenkins CI/CD

📊 Key Metrics

Continuous Test Harness      ████████████████████  24/7 Python-driven LabVIEW app E2E + SQL (IPG Photonics)
Jenkins HIL Pipeline         ████████████████      CAN/FPGA validation for satellite boards (MDA Space)
Agentic Accessibility        ██████████████        autonomous web journeys + VLM simulation (NARWALL)
Quality Trend                ████████████████████  50%→93% customer satisfaction (Triumph)

🧠 Three-Track Expertise

Test Automation & Quality Embedded / Firmware / HIL Agentic AI / CV / ML
pytest Selenium Jenkins GitLab CI GitHub Actions TestRail C/C++ Embedded Linux CAN UART HIL/SIL FPGA NI DAQ LangChain Ollama OpenCV RAG Multi-Agent Transfer Learning Quantization PyTorch (academic)

🚀 Flagship Projects

Project Track Outcome
NARWALL (private) Agentic AI + Test LLM agents autonomously explore web apps, surface accessibility issues; CLI/API for CI/CD; deterministic guardrails
Color-UX-Access AI + Accessibility Colorblind testing via VLM simulation (protanopia/deuteranopia); 2×2 CVD grid; Modal/HF Spaces; GitHub Actions CI
SpiritVision CV + Embedded Deep-learning inspection (PyTorch, OpenCV, transfer learning); model compression/quantization for industrial deployment
DollyExpertBuilder Agentic AI + RAG 2023 Databricks hackathon; tiny LLM + RAG via LangChain (pre-RAG term); HuggingFace Spaces; code Q&A expert
DocVerifyRAG AI + Docs GenAI anomaly detection in building docs; LangChain + Vectara + Together.ai; Streamlit app

📜 Selected Contributions

  • OpenMined: Wrote SMPC lessons (Additive Secret Sharing, Beaver Triplets) — Foundations of Private Computation
  • Teaching: Tecmilenio (2 master's-level AI courses); Master's AI (IBM Cloud, NumPy, SciPy, Python)
  • Certifications: Six Sigma Green Belt (Honeywell), Root Cause Analysis SME (Honeywell), IBM Applied AI, Quality Engineering (CETYS)
  • Publications: Medical image processing (Western University MSc thesis) — ScienceDirect

📬 Connect

LinkedIn • Portfolio • salgadev@proton.me

Pinned Loading

  1. color-ux-access color-ux-access Public

    Gradio app for testing color accessibility using tiny VLMs

    Python 1 1

  2. DocVerifyRAG DocVerifyRAG Public

    GenAI Anomaly Detection in building documents combining a LangChain QA chain with Vectara vector store & Together.ai in a Streamlit app

    TypeScript

  3. dolly-expert-lite dolly-expert-lite Public

    A lightweight Dolly-v2 powered assistant that can answer domain-specific questions and keep a conversation. It's expert systems in the era of LLMs.

    Jupyter Notebook 3 2

  4. spiritvision spiritvision Public

    Multi-Class Image Classification of evaporated mezcal drops using fastai and PyTorch

    Jupyter Notebook 4

  5. medical-nlp medical-nlp Public

    Dataset for Natural Language Processing using a corpus of medical transcriptions and custom-generated clinical stop words and vocabulary.

    98 23

  6. private_nlp private_nlp Public

    Natural Language Processing models using private and secure data. Powered by OpenMined's tools PySyft and SyferText.

    Jupyter Notebook 11 8