jonathanloscalzo Goto Github PK

📫 How to reach me:

• Linkedin
• GitHub
• Medium

Proactive, passionate about learning, able to work without supervision effectively, collaborating effectively with colleagues, as well as leading teams. My skill set covers various programming languages along with their popular frameworks and libraries. Additionally, I have experience in working and implementing distributed architectures that utilize message brokers as intermediaries.

I have a solid grasp of traditional Machine Learning algorithms and other Data stack technologies, having worked on projects using essential tools such as scikit-learn, XGBoost, Keras, PyTorch, Airflow.

Currently, I am researching MLOps, interested in learning Kubernetes and exploring frameworks related to LLMs. I am always open to acquiring new skills and tools, demonstrating a strong commitment to adaptability and growth. I’m seeking a position as Software Engineer or Machine Learning Engineer, interested in joining teams that tackle AI challenges or integrations.

Heartbeat Heartbeat is a fully automated and reactive decision engine that uses a combination of machine learning and data-driven heuristics to determine the optimal way of interacting with each individual debtor. It tells us when we should contact them, how often, through which channel, with what content, and what specific types of offers we should provide. Stack: python, aws, datadog, looker, SQL, snowflake

IAMbic

IAMbic is a multi-cloud identity and access management (IAM) control plane that centralizes and simplifies cloud access and permissions. It maintains an eventually consistent, human-readable, bi-directional representation of IAM in version control.

Stack: python, tornado, docker, git, AWS IAM & Organizations, Azure AD, Okta, GCP IAM.

NerdRabbit (Dec 2021 - Apr 2023)

NerdRabbit is the first ai-powered, unbiased hiring platform that matches cloud pros with cloud (h)opportunities now matching (h)opportunities for long-term & hourly-term projects.

Stack: Flask, MySQL, Redis, Docker, Angular, AWS: SQS, SNS, EC2, S3, ECS, LEX.

Noble1 (Mar 2021 - Jun 2022)

Noble1, LLC is part of the Electronic and Precision Equipment Repair and Maintenance Industry.
Stack: Typescript, Angular, Nestjs, MySQL, MongoDB, Redis, AWS: SQS, SNS, EC2, S3, ECS.

Ngage (apr 2021 - Present)

Ngage is a platform which gathers data to build real time indicators related to online classes. It gathers information from several softwares such as Zoom, Teams, Moodle, and so on. My role was as an architect, leading a team and addressing the data-analytics/data-science problems that the platform needs, such as developing a ML model for inferring some indicators, solving complex formulas in real-time or near-real-time.
Stack: C#, MediatR, python, Azure ML, Docker, SignalR, React, RabbitMQ.

HAT - Hexacta Architecture Team (2019 - 2021)

Provide advice and solutions to the technical managers of Hexacta's projects in terms of architectural and design decisions, technologies and frameworks to be used, in order to improve product quality and productivity. My current areas were Machine Learning, Data and Backend. Additionally, I wrote posts on Hexacta Engineering Medium.

Cybersecurity Company - Internal Software (feb - apr 2021)

Working on an internal software that executes background jobs for security tools to find vulnerabilities.
Stack: Python, Django, DjangoRestFramework, PostgresDB, Docker, Celery.

Turner - Predictive Engine (mar 2019 - dic 2019)

The aim of "Predictive Scheduling Engine" was to optimize the channel broadcasting based on hard rules and predictive rules from a ML model. My role was leading a team of two developers.

Stack: Python, hypothesis testing, XGBoost, Spring Boot, Spring Data, Docker.

Hx Labs (sep 2019 – oct 2020)

Developing and Managing an online training course for the Community. Around 200 people attended. The course takes students from a small architecture based on frontend-backend separation, Ducks structure in frontend and N-Layer in backend. My role was involved in the creation of the resources, hands-on project, presentations and managing the online course.

Tech Stack: Netcore, React, Redux, Litedb.

Equinauts (sept 2019 - oct 2019)

My tasks were to find bottlenecks and solve performance issues in PostgresDB. Also, I developed a proof of concept applying dimensional modelling & ETL process with airflow.

YPF - Revamping Extranets (jan 2018 - may 2019)

I worked for YPF on revamping an existing project in charge of management of lubricants orders for YPF service station owners. My role was senior developer and leading a group of four people.
Stack: C#, Sharepoint, SQL, SOAP.

GSS - Grupo Sancor Seguros (2014 - 2017)

I worked for GSS, an insurance company, on several projects as a developer on different core areas, such as: medical exams, disease process & claims, monetary and other legal stuff.
Stack: C#, knockout-js

Liberty Lion - Full Stack & Team Leader

We built a platform for Liberty Lion, a Fuel Station organization to manage different aspects of the establishments, e.g. human-resources, notifications.
Stack: NestJS, Angular, PostgreSQL.

Aeternam Broker - Backend & Team Leader

We built an admin platform for Aeternam, with the ability of creating crypto payments and following these payments in the blockchain.
Stack: NodeJS, Angular, MongoDB, Binance API, CriptoPayments API..

Degustando - Backend & Machine Learning Developer

We built a new solution platform for Degustando (v2.0) from the beginning. Degustando is the first delivery &take-away platform for Posadas City. Leading the backend group.
Stack: MongoDB, Nodejs, React, React-Native, Python, Docker, AWS.

Provi - Backend Developer (2018 - 2019)

We developed the platform for Provi, which is responsible for providing a solution to several suppliers. The system has geolocation and works with FCM for sending push notifications.
Stack: MongoDB, Nodejs, React, React-Native, Python, Docker, AWS.

I am currently working on my dissertation, its main topic is MLOps. Stack: Python, MLflow, Docker.

Teacher Assistant at UNLP_ - Business Intelligence (2018 - Present)_ I'm working as a Teacher Assistant of Business Intelligence.
Stack: Pentaho Suite, Streamlit, Python, Machine Learning.

• Spanish - Native
• English - Intermediate. Speak, read and write.