Portfolio · MMXXVI
—
Computer Scientist · Engineer · Builder
EnriqueAyala.
Building intelligent systems at the intersection of agriculture, security, and machine learning. Currently CTO & co-founder at Neural Harvest, finishing CS at Tec de Monterrey.
Pursuits
- — Distributed back-end systems
- — Applied ML & agentic systems
- — Cybersecurity research
- — Mathematics for ML
01 / Selected Work
A small archive of things built
with care.
Hackathons, startup work, research. Each one taught me something about systems, people, or both. Click any row to read more.
Five Claude-powered specialist agents (Nutrition, Environment, Crisis, Planner, Vision) orchestrating crop allocation to feed four astronauts for 450 sols. Real-time digital twin, MCP-grounded reasoning, serverless on AWS.
PythonReactFastAPIAWS BedrockClaudeDynamoDBOpenCVLangGraph agent on Gemini 2.5 Flash with progressive multi-turn filtering, semantic skill matching, bidirectional culture-fit scoring, and WhatsApp-first outreach via Twilio.
PythonNext.jsTypeScriptFlaskGeminiLangGraphSupabaseTwilioA coordinated swarm of 10 specialist AI agents scanning web applications for vulnerabilities — Spider, SQLi/XSS fuzzers, Red Team agent on Playwright, and a Gemini analysis engine.
PythonNext.jsFlaskGeminiPlaywrightSupabaseasyncioEnterprise academic enrollment system with prerequisite validation, GA-driven schedule generation, multi-role auth and a coordinator dashboard. Reduced manual processing by 80%.
Next.jsTypeScriptPostgreSQLNode.jsGenetic AlgorithmOAuth2Predicts bloom timing using satellite data and ecological feature engineering — NDVI, GDD, soil moisture. GeoJSON pipelines and globe visualization.
PythonFlaskscikit-learnGoogle Earth EnginepandasIdentifies seismic events from InSight Lander data through cleansing, non-seismic signal elimination, and energy optimization. 2nd place at the NASA Space Apps Challenge.
PythonMachine LearningSignal ProcessingPhylogenetic tree construction, statistical modeling with bootstrap validation, and evolutionary distance calculations across 10+ viral variants at >95% confidence.
RBioconductorBiostringsggplot2Object-oriented C++ password generator. Strategy + Template Method patterns, polymorphism, and memory-safe RAII throughout.
C++OOPCryptographyRAII
02 / About
I write software the way
someone else might write a letter.
Profile
I'm a Computer Science student at Tecnológico de Monterrey. Most days that means writing back-end systems, training models, and trying to keep the messy parts of the world — agriculture, security, education — a little more legible to the people who depend on them.
I co-founded Neural Harvest in early 2025. We build AI for growers. I lead the engineering — from the data pipelines under the hood to the agentic systems that turn satellite, sensor, and human input into decisions a farmer can actually use.
On the side I research applied cybersecurity and the math underneath modern ML. I hold an Academic Talent Scholarship and have completed specialized programs in both areas. I prefer rigorous code, plain prose, and ideas that survive contact with reality.
“Build small things that matter,
and bigger things will follow.”
- 96.35/100
- GPA
- 3+yrs
- Coding
- 8+
- Projects shipped
- 2nd
- NASA Space Apps
03 / Practice
Where I've worked,
and the tools I reach for.
Roles
May 2026 — Present
Remote
Jr. Software Developer (AI) · Globalli
- —Building AI-powered features and integrations as part of the core engineering team
- —Currently shipping Agentic Payroll, an agent-driven layer that automates payroll review, anomaly detection, and compliance workflows
PythonTypeScriptLangGraphLLM AgentsMay 2026 — Present
Remote
Data Scientist · Satellites on Fire — Climate Tech Startup
- —Designing and building an impact-quantification pipeline per detected wildfire incident, modeling hectares saved, CO₂ emissions avoided, suppression costs prevented, and protected infrastructure and biodiversity
- —Defining the counterfactual baseline methodology (what would have occurred without early detection) by cross-referencing historical FIRMS data, final fire perimeters, and team fire-spread models
- —Integrating multi-source emissions quantification (GFED, Copernicus CAMS, per-biome emission factors) for scientifically grounded impact reporting
- —Translating impact metrics into actionable client outputs, dashboards, periodic reports, and data exports, in close collaboration with the product team
PythonGeospatialFIRMSCopernicus CAMSGFEDpandasFeb 2025 — Present
Querétaro, MX
CTO & Co-founder · Neural Harvest
- —Lead technical strategy and engineering for AI-powered agricultural products
- —Architect scalable ML infrastructure across data, training, and serving
- —Manage a small team of engineers and data scientists
PythonNext.jsPostgreSQLAWSTensorFlowLangGraphMar 2024 — May 2025
Querétaro, MX
Back-End Developer · CEAMS — Digital Solutions
- —Built and maintained back-end infrastructure on Node.js and MySQL
- —Optimized server-side operations to reduce page load times
- —Collaborated on SEO improvements and front-end integration
Node.jsExpressMySQLWordPress
Stack
The tools I work with most — across languages, frameworks, infrastructure, and the daily practice of shipping.
- Languages
- Python·TypeScript·JavaScript·C / C++·SQL·R·MATLAB·HTML/CSS
- Frameworks
- Next.js·React·Node.js·Express·Flask·FastAPI·TensorFlow·scikit-learn
- Infra
- AWS·Google Cloud·Docker·PostgreSQL·Supabase·Firebase·Prisma·GraphQL
- Practice
- LangGraph·Playwright·Google Earth Engine·Pandas·NumPy·Git·OAuth2·asyncio
04 / Contact
Let's build something
worth remembering.
Quietly available for collaborations, research, and serious side projects. I read every message.
Directory
Email
enayala12@gmail.comGitHub
github.com/KIKW12LinkedIn
linkedin.com/in/enayalaBased in
Querétaro, Mexico