Summary
Forward Deployed Engineer with 3+ years of client-facing experience delivering production systems across full-stack development, data platforms, cloud infrastructure, edge/IoT and cybersecurity. I work from ambiguous client requirements through architecture, implementation, migration, deployment and incident response. Bilingual Spanish/English. AWS Certified Solutions Architect Associate.
Experience
Forward Deployed Engineer · Solanthic EngineeringJul 2026 · Present
- Embedded with an enterprise deployment, owning the software between edge devices and a multi-tenant monitoring platform.
- Established code review, ADRs, docs standards, testing strategy and CI quality gates (GitHub Actions, Rust + TypeScript) across five repos; mentored teammates and client engineers.
- Ran a live database archival to S3 Glacier with resumable, idempotent scripts while production ingestion stayed up.
- Built a Python MQTT bridge that publishes device events to AWS IoT Core over mTLS (retries, heartbeats, deterministic message IDs); validated it with a full event replay in a dev environment: zero loss, empty DLQ.
- Technical link between client operations, hardware engineers and leadership: weekly syncs, written recaps with owners and dates, in English and Spanish.
Lead AI Engineer (remote) · Mi Primera Chamba2026 · Present
- Led AI engineering for a live bilingual early-career job marketplace, co-built with the CTO: swipe-style discovery, explainable CV-to-role matching and a Chrome MV3 extension with form-filling adapters for 7 ATS sites.
- Built an LLM-as-judge meta-eval for interview-prep feedback: golden dataset with population slices and adversarial classes, 5-dimension rubric with 5 hard flags, reasons-before-scores and input escaping.
Cloud Support Engineer · Amazon Web ServicesSep 2024 · Sep 2025
- Resolved 200+ complex enterprise cases at 95%+ CSAT, troubleshooting S3, DataSync, Lambda and Storage Gateway in customer production environments.
- Automated infrastructure workflows with Python, improving team efficiency by 25%.
Infra Build IT Specialist I (DataFlow) · Santander Global ServicesApr · Jul 2026
- Scripted ingestion of Teams threads and SharePoint docs into Markdown, building an internal knowledge base the team queried through an AI assistant instead of waiting on the Spain timezone.
Co-Founder & CTO · Positronica LabsJan 2026 · Present
- Women-founded studio for local-first AI. Products: TallyGraph (live multi-tenant AI and cloud spend console) and FairHire (hackathon proof of concept: CV-to-role fit and gender pay gap). Publish LLM benchmarks on HuggingFace under the lab.
Bilingual Customer Support · Concord, Atento, Telvista, Concentrix2021 · 2024
- 2+ years of client-facing work in English: technical support, sales and collections under strict SLAs and compliance rules.
Projects
TallyGraphtallygraph.dev · live
- Live AI-spend console (multi-tenant, Stripe, Postgres RLS) with per-tenant isolation proven by RLS tests in CI. ~52k LOC, 600+ unit tests, 8 scheduled jobs.
Sendero2nd place · Platanus Hack 2026
- Disappearance-risk map for Mexico built with 3 parallel agents and geographic dedup; won Best Use of Firecrawl.
Skills
AIAnthropic Claude, RAG, agents (LangGraph / LangChain), prompt engineering, embeddings & vector search, evalsCloudAWS (IoT Core, ECS, SQS, S3/Glacier, Lambda), Terraform / IaC, CI/CD (GitHub Actions), Cloudflare, Vercel, serverlessBuildPython, Rust, TypeScript, React / Next.js, Tauri, REST APIs, OAuth/webhooks, full-stack product deliveryDataPostgreSQL / pgvector, Supabase, RLS/RBAC, schema and data migrations, archival and retention, ChromaDB, TiDBSpokenSpanish (native), English (advanced, daily professional use)
Certifications & Education
AWSCertified Solutions Architect, Associate (SAA-C03), 2026, valid through 2029UNAMMathematics, Faculty of Sciences · coursework completed; degree in progressIPNMechanical Engineering (partial), 2015 to 2017ProgramsInternational Leadership Program 2026 (U.S. Embassy MX) · AI Skills 4 Women (Founderz x Microsoft)