Buenos Aires, Argentina
Jeremias
Davison
AI Engineer · Automation & Agent Systems
I build systems that automate the boring stuff and scale businesses, using AI, LLMs and Python. No 40-slide PowerPoints involved.
01 · About me
I learn tools by breaking them, not by taking courses. Almost nothing I run in production today existed two years ago, and that is deliberate: I pick the one that solves the problem, not the one I already know. I work inside the public sector and with private clients at the same time, because the same bottleneck looks different from each side. Yes, I could have automated this text too. I chose to write it myself.
Read the manifesto →02 · Tech stack
AI & Agents
Automation
Backend & Data
Databases & Cloud
DevOps & Enterprise
03 · Projects
Automated ingestion of 15 economic indices from 6 official sources (scraping, REST APIs and spreadsheets) to adjust a real estate group's rental contracts. Two-source cross-verification per index, 28/29 backtest and an idempotent log the client's own app consumes as its interface. In production on a daily cron
Middleware that extracts personality, style and knowledge from a person, stores it in RAG and injects it into AI agents, as identity middleware for omnichannel digital twins
Multi-tenant SaaS platform for marketing agencies in LATAM: real-time Meta Ads dashboard, automated n8n workflows, financial agent, AI campaign chatbot and Google Maps lead scraping
AI gym coach as MCP server. Apple Health, fatigue scoring and automatic progressive overload
Restaurant assistant with real-time voice AI and payment processing
MCP server exposing crypto payment tools to AI agents via standardized protocol
Conversational security knowledge base on AWS Bedrock with vector search
Multi-step onboarding automation with RAG and stateful flows in LangGraph
Fine-tuned DistilBERT for automatic ITSM ticket classification and routing
04 · Connect my MCP
Talk to my agent from yours.
This site runs a public MCP server. Connect it to Claude, ChatGPT or your IDE and your assistant can ask me questions, request a process diagnosis and book a call, no form involved.
Server URL
https://www.jeremiasdavison.com/api/mcpHow to connect
- ClaudeSettings → Connectors → Add custom connector, then paste the URL.
- ChatGPTWith developer mode on: Settings → Connectors → Create, then paste the URL.
- Claude CodeRun this in your terminal:
claude mcp add --transport http jeremias https://www.jeremiasdavison.com/api/mcp
What your agent can do
ask_jeremiasAsk about services, stack, process and availability.check_availabilitySee my open slots for a 30-min call.book_meetingBook the call in one of those slots.dejar_mensajeLeave me a message with a way to reach you.pedir_diagnosticoDiagnose a process: how much automates, hours and risks.indice_cacGet the latest value and trend of Argentina's CAC construction index.cuota_cacBuild a peso installment plan adjusted by the CAC index.
No account or credential needed. If you're already a client, your project code adds your project's tools.
05 · Experience
May 2026 – Present
Remoto
AI Automation Consultant · Freelance · Confidential Client
- ›Built an n8n pipeline ingesting 15 economic indices from 6 official sources to automatically adjust rental contracts, running in production with cross-source verification and an auditable log
- ›Built a real-time dashboard connected to Meta Ads, giving clients instant visibility into their campaign performance
- ›Created automated workflows with n8n to sync and process Meta Ads data, eliminating manual reporting tasks
- ›Automated carousel editing with Freepik-defined templates for Meta Ads campaigns
- ›Developed a financial agent to log expenses, income, and services, enabling organized financial management per client
- ›Built a Google Maps scraper to identify and qualify future business leads
- ›Developed an interactive AI chatbot that allows clients to ask questions about their campaigns and get instant insights
Sep 2026 – Present
Vicente López, Bs. As.
Artificial Intelligence Analyst · Municipalidad de Vicente López
- ›AI agent layer on an internal ticketing platform serving 5,000+ users: it qualifies incidents written in natural language, resolves the correct taxonomy category and escalates each case to the team that owns it
- ›Taxonomy resolution inferred from how people actually describe a problem, rather than from the reporter picking a category, which is where most misrouted tickets originate
- ›Computer vision models for automated identification of disease-carrying insect species, supporting early detection work in public health surveillance
- ›Production automations in Python, Node.js, n8n, LangChain and MCP, connecting internal systems with LLM providers and validating cost before scaling
Mar 2025 – May 2026
Buenos Aires
AI & Automation · Advanced Technical Support · Cognizant
- ›AI automation with Copilot Studio, n8n and LangChain, cutting operational overhead by 50%
- ›End-to-end pipelines integrating SAP, ServiceNow, Azure AD and Okta
- ›25+ technical cases daily in ES · EN · PT, above target SLA
Jan 2023 – Jan 2025
Maceió, Brasil
Team Lead & International Operations · Cross-functional
- ›Led 150+ people in Brazil, USA and Africa, achieving 50% improvement in global KPIs
- ›Designed onboarding programs and data-driven KPI dashboards
Jan 2021 – Jan 2023
Buenos Aires
Technical Support Specialist · Key Tech
- ›Hardware repair, OS installation, component replacement and system optimization
06 · Education
2025–2027
B.S. in Software Development
Brigham Young University – Idaho
2025–2026
Academic English Certificate
BYU – Pathway Worldwide
2022
Computer Technician
ET 36 Almirante Brown
07 · Languages
Spanish
Native / Bilingual
Portuguese
Native / Bilingual · TrueNorth
English
Professional · BYU cert.
08 · Contact
Let's talk?
Book a 30-minute call. No 47-field contact form, no automated follow-up emails. I respond personally, same day.
Or email me at jeremiasdavison@gmail.com