300+ ML Experiments on My AMD GPU Overnight
I pointed autoresearch at an AMD R9700 and ran 316 experiments. The biggest win was enabling torch.compile on RDNA4...
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I am a software application engineer with 10 years of production experience at Intel, where I specialized in building and optimizing large-scale ETL pipelines and data systems. I transitioned from process engineering in semiconductor manufacturing to software development, giving me a unique perspective on solving complex operational challenges with modern backend technologies.
Currently pursuing my Master's in Computer Science at Arizona State University (GPA 3.75), I focus on distributed systems, data processing at scale and applied AI. My coursework in Statistical Machine Learning and Agentic AI complements my production experience in Python, C#, and building enterprise data pipelines.
I'm passionate about applying AI to streamline both professional and personal workflows. From building AI-powered categorization into my finance tools to creating Claude MCP servers that extend AI assistant capabilities, I'm constantly exploring how machine learning and LLMs can automate repetitive tasks and unlock new possibilities. My decade at Intel taught me the importance of reliability and maintainable architecture—skills I now apply to building intelligent, scalable systems.
Intel Corporation
Intel Corporation
Showcasing production-grade backend systems and data engineering solutions
A minimal, native code editor for macOS built with Monaco Editor. Features syntax highlighting for 50+ languages, Git integration, multi-window support, and distraction-free editing.
System-wide voice-to-text tool for macOS. Records speech via global hotkey, transcribes with OpenAI Whisper, cleans up with ChatGPT, and pastes polished text into any active app. Supports English and Spanish.
AI phone agent that makes outbound calls on your behalf to book appointments, get insurance quotes, and handle phone tasks. Built on Vapi, Claude, and Deepgram — sends a full transcript summary to your email via Resend when the call ends.
AI-powered personal finance tool for processing credit card transactions from Apple Card, Chase, Amex, and Citi. Features automated categorization using OpenAI GPT, data normalization, and PostgreSQL storage.
Elegant bilingual wedding website with rose gold theme. Features RSVP system, "Our Story" timeline, event details, and responsive design with beautiful animations.
Personal budget dashboard with interactive D3.js charts for spending trends. Features monthly/quarterly/YTD views, category breakdowns, and multi-user support. Deployed on Ubuntu with FastAPI backend, React frontend, PM2, and Nginx.
A curated collection of 5 MCP servers for Claude AI: stock quotes, weather forecasts, live news headlines, Gmail management, and a PostgreSQL personal finance database. Extends Claude with real-time API access and email automation.
Daily coding practice repository featuring algorithm solutions with documented time/space complexity analysis. Organized by difficulty with test cases and optimization notes.
Multi-model AI consensus solver running GPT-5.2 and Claude in parallel, iteratively refining answers until they agree. Supports PDF, PPT, and HTML inputs with real-time cost tracking, disagreement analysis, and optional response caching.
A production-grade multi-agent research pipeline that automatically decomposes a research question, retrieves information from public APIs, summarizes findings with confidence ratings, and produces a structured Markdown report — all orchestrated in a self-correcting loop.
The very site you're viewing right now! A personal portfolio showcasing professional experience, skills, and projects. Live at hectorhernandez.dev with modern design and smooth animations.
Thoughts, learnings, and insights from my CS journey
I pointed autoresearch at an AMD R9700 and ran 316 experiments. The biggest win was enabling torch.compile on RDNA4...
Read MoreA personal build log covering hardware selection, assembly, and getting local AI inference running on RDNA 4...
Read MoreI gave Claude Code an H100 GPU, Karpathy's autoresearch framework, and a full night to autonomously optimize a language model...
Read MoreInterested in working together? Let's connect!