About me

Hi there, I am an experienced professional with over a decade of technical leadership in cross-industry environments. Proven track record of guiding high-performing engineering teams through complex product development cycles while delivering operational excellence. I combine strong programming expertise with strategic vision, successfully delivering innovative solutions across multiple business domains, mentoring junior engineers, and implementing scalable architecture that supports business growth.

Over the last few years I've built a solid AI skillset as an Agentic AI Engineer — applying LLMs, agentic workflows, and multi-model orchestration both in production at work and across personal side projects to ship AI-powered features end-to-end.

If you’re looking for a dedicated Tech Lead to bring your ideas to life and drive real impact, I’m here to collaborate and deliver excellence.

Let’s connect and turn your vision into reality.

What I'm doing

  • web icon

    Web Development

    High-quality development of dynamic web apps at the professional level.

  • design icon

    Software Architecture

    Design and implementation of scalable cloud solutions, mostly within the AWS ecosystem.

  • camera icon

    Data Pipelines

    High-performance data pipelines designed for scalability and reliability.

  • cloud

    Product Analytics Engineering

    Instrument event tracking, and building data pipelines to surface insights that drive better product decisions.

  • agentic ai icon

    Agentic AI Engineering

    Designing LLM agents and multi-model orchestration with LangChain, OpenRouter, MCP & skills to ship AI-powered features end-to-end.

  • llm icon

    RAG & LLM Apps

    Building retrieval-augmented pipelines and natural-language interfaces over Claude, GPT, and Gemini.

Skills

  • AWS
  • Databricks
  • python
  • nodeJS
  • reactJS
  • nextJS
  • Apache Spark
  • postgreSQL
  • mongoDB
  • ELK Stack

AI / LLM Stack

  • LangChain
  • OpenRouter
  • Claude / GPT / Gemini
  • Agent Orchestration
  • Agentic Systems
  • RAG Pipelines
  • MCP & Skills
  • OpenAI SDK
  • Databricks Genie / MLFlow
  • n8n Automation

Resume

Education

  1. Universidad Tecnologica Nacional, Argentina

    Bachelor’s Degree in Systems Engineering (UTN-FRT)

    2012 — 2020

  2. College Studio, Argentina

    B2 FCE – Cambridge

    2010-2011

  3. Colegio Pablo Apostol, Argentina

    Secundario Completo (modalidad bilingüe)

    2010

Experience

  1. Head of Technology

    Signol

    Oct, 2022 — Present   •

    London, UK (remote)

    • Lead a cross-functional team of 8 engineers, data scientists, and ML specialists, owning hiring, technical roadmap, and delivery for a data-driven SaaS platform serving 10+ aviation and maritime enterprise customers.
    • Architected and deployed production AI/ML models with MLFlow over real-time vessel and aircraft sensor data, generating behavioral insights that helped customers collectively reduce fuel consumption by 50+ metric tons of CO₂.
    • Shipped AI-powered features on top of gold data using Databricks Genie Space, enabling natural-language analytics over the semantic layer so fuel managers could self-serve insights without SQL.
    • Spearheaded the migration of the customer-facing webapp backend to a microservices architecture on AWS, improving load times by 60% and enabling horizontal scalability.
    • Designed a scalable Medallion pipeline within a Databricks Data Lakehouse, optimizing PySpark-based ingestion to achieve 5× performance improvement and reduce infrastructure costs by 20%.
    • Driving the adoption of LLMs, agentic workflows, and multi-model orchestration to enhance behavioral-science-driven features and decision-support systems at scale.
    • Mentored engineers and enforced software best practices, fostering a high-performing, growth-oriented team culture.

  2. Principal Software Engineer

    Signol

    May, 2019 — Oct, 2023   •

    London, UK (remote)

    • Led the setup of the company’s first in-house data ingestion ETL pipeline, and later spearheaded the migration to a new Data Lakehouse solution using PySpark & Delta Lake, to enable scalable analytics and AI workflows.
    • Designed and implemented full-stack features using ReactJS + NodeJS (NestJS) using AWS Lambda, enhancing platform usability for airline and maritime operators.
    • Developed scalable APIs and data services to support behavior-based feedback systems, improving user engagement across client applications.
    • Led the technical integration of third-party systems and scheduling data sources, ensuring robust data flow into the SaaS platform.
    • Prepared multiple AWS integrations for internal tools and other engineering teams, facilitating seamless data access and automation across the platform.
    • Maintained codebases up to date with the LTS versions of ReactJS, NodeJS, and Python services
    • Implemented CI/CD pipelines for all GitHub repositories using AWS CodePipeline.

  3. Senior Software Engineer

    The Lucky App

    Feb, 2021 — May, 2021   •

    El Cairo, Egypt (remote part-time)

    • Developed the core architecture of a B2B rewards-based employee engagement platform using ReactJS and NestJS, deployed on AWS infrastructure.
    • Optimized application performance to ensure a smooth and engaging user experience.
    • Supported other team members initiatives by developing solutions to common problems and sharing those solutions.
    • Identified and resolved bugs, improving app stability and performance.
    • Wrote clean, maintainable, and testable code following best practices.
    • Utilization of latest version of support libraries to ensure backend compatibility.
    • Integrated payment solution like eSewa, for secure and seamless transactions.
    • Collaborated with backend developers, designers, and cross-functional teams to deliver scalable, high-quality solutions.

  4. Senior Software Engineer

    CareCloud Technologies (in Agnos Inc.)

    Oct, 2018 — Ago, 2019   •

    Miami, USA (remote)

    • Conducted technical interviews and assessments to build a high-caliber engineering team, contributing to strategic hiring and onboarding processes at Agnos Inc.
    • Promoted the adoption of modern technologies and architectural improvements across client projects, with a strong focus on scalable data engineering and cloud-native solutions.
    • Led UX improvements for the Practice Management Control Center at CareCloud, significantly enhancing user efficiency and reducing task complexity for healthcare providers.
    • Gained hands-on experience in debugging, troubleshooting, and refining app features to improve user experience.

  5. Senior Software Engineer

    Placester (in Resolvit)

    Oct, 2017 — Oct, 2018   •

    Buenos Aires, Argentina

    • Migrated core backend services from legacy Java to modern NodeJS microservices running on AWS Lambda & AppSync (GraphQL), improving performance and reducing infrastructure costs.
    • Designed and maintained APIs powering dynamic real estate content across broker websites, ensuring reliable and scalable integration for B2B partners.
    • Collaborated with product and engineering teams to modernize the SaaS platform’s architecture, aligning with long-term goals of maintainability and cloud efficiency.

  6. Full Stack Developer

    Primary Insight (in VMN+)

    Jun, 2015 — Oct, 2017   •

    Buenos Aires, Argentina

    • Delivered full-stack solutions across three distinct SaaS products using AngularJS, Java, C#, and Salesforce, contributing to both frontend and backend layers in fast-paced environments.
    • Collaborated directly with the CTO to prioritize critical features, debug production issues, and deliver time-sensitive releases under high-pressure conditions.
    • Led the end-to-end software development lifecycle (SDLC), including requirement analysis, development, testing, and deployment, ensuring high-quality and maintainable code across multiple product lines.

  7. Backend Developer

    Sears (in Globant)

    Sep, 2014 — Jun, 2015   •

    Tucuman, Argentina

    • Developed and maintained backend services for Sears.com, implementing Java-based APIs to support key e-commerce functionalities.
    • Optimized real-time data pipelines using Apache Kafka and Apache Storm, improving throughput and enabling timely analytics.
    • Contributed to system scalability and performance enhancements by refactoring legacy code and aligning services with best practices in distributed data processing.

Portfolio

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