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Pento.ai

Julian O'Flaherty logo

Julian O'Flaherty

Available in 2 weeks

Machine Learning Engineer @ Pento.ai

Senior
Seniority
GMT-03:00, Montevideo, Uruguay
Location & Timezone
$80 - $150/hr
Average Hourly Rate
Spanish, English
Languages

Top skills

Python
PyTorch
TensorFlow
Docker
Generative AI

About

Machine Learning Engineer at Pento with strong coding skills, focused on building generative AI solutions in NLP. Experienced with both open-source (Mistral, Llama, Falcon) and proprietary models (GPT), and up-to-date with tools like LangSmith, Ollama, and LLMonitor. With a solid software background, he leads end-to-end projects, from concept to implementation, delivering fast and effective results.

Top skills

Verified by Pangea.ai due diligence

Top SkillsCurrent UsageSeniority
Python
20%5 years
PyTorch
20%5 years
TensorFlow
20%5 years
Docker
20%5 years
Generative AI
20%5 years

All skills

Roles and tools, to bring ideas to life and create meaningful experiences

Data Analytics and Visualization
AI & ML Solutions
Integrations

Professional experience

Explore a curated selection of projects highlighting Julian O'Flaherty's expertise and experience. Each project aims to showcase challenges, solutions, and the final outcome, along with the tools and technologies used.

Under MNDA
Data Lake Management System — Software Developer
Developed the orchestration of extraction steps of data from different sources to a Data Lake, using Singer.io taps and targets for the extraction and loading steps, and Airflow for the orchestration. To automatically create and manage new extraction pipelines, a web application was developed using Angular and Django. Once deployed, a non-technical person could run extraction jobs, filter or include data, and add or remove jobs.
AI & ML Solutions
Business & Expert Solutions
Data Visualization
Digital Transformation
Frontend Development
+6
Under MNDA
Network information Dashboards — Software Developer
Description: Scripts to automatically generate Grafana used for capacity planning on the internet network. The dashboard displayed a panel for each link in the network, displaying the traffic endured last week, maximum capacity and the requested capacity. Multiple sources had to be consulted to get the necessary information for the dashboard, and an automation was placed to update the dashboard weekly, adding new links that come online and dropping those that are deprecated or removed.
Website Design
Business & Expert Solutions
Web Development
I’m flexible
Under MNDA
Technical Support Chabtot — Lead Developer
Designed a tech support Chatbot for an application with more than 1M+ monthly users. The chatbot had access to up-to-date documentation of the application best use practices, common error handling and procedures to simplify the user experience. Chatbot's latency was optimized to less than <1s per generation.
AI & ML Solutions
Manufacturing & Materials
Backend Development
Big Data & Analytics
Data Visualization
+5

Preferred tools

View the preferred tools and apps used by Julian O'Flaherty to assess compatibility and alignment.

Asana
Asana
Azure
Azure
ClickUp
ClickUp
Git
Git
Github
Github
Skype
Skype
Slack
Slack
Trello
Trello

Career highlights

Discover Julian O'Flaherty’s professional journey, including employment history, certifications, and educational background.

Machine Learning Engineer
Pento⸺2023 - Present
Developed solutions utilizing generative AI text models, working both with ChatGPT and other proprietary models as well as OSS models to match compliance requirements, diving into the end-to-end app development process with LLMs.
Research and teaching assistant
UdelaR⸺2022 - 2022
Participated in the development of both hardware and software to measure CO2 levels of schools. Focused on the data collection and transmission.
Software Developer
IG Networks⸺2020 - 2022
Worked as part of the automation department involved in multiple projects, including an application for mass data extraction using Singer.io and Airflow for a Data Lake and creating network traffic status dashboards on Grafana.

Testimonials

Technical Lead @ Pento.ai

Pento.ai

Verified Testimonial

“As a technical lead, Julián brings not only deep technical expertise but also the ability to guide others and set direction. He stays up to date with the latest technologies and plays a key role in helping the team grow and deliver high-impact solutions.“

Technical ML Lead @ Pento.ai

Pento.ai

Verified Testimonial

“As a technical lead, Julián brings not only deep technical expertise but also the ability to guide others and set direction. He stays up to date with the latest technologies and plays a key role in helping the team grow and deliver high-impact solutions.“

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