Responsible for leading projects in the innovation area. In this role, I worked on creating value propositions for various companies. Additionally, I focused on developing new projects using the power of AI, successfully implementing 70% of all proposed projects for production. The main technologies used included OpenAI tools (GPT and Whisper), Next.js, Express, and Python

I also carried out cost optimization tasks. The most successful example was related to an audio-to-text transcription feature. Essentially, we switched from using AWS Transcription to employing Whisper on a powerful on-demand EC2 instance, reducing the monthly cost from $800US to $120US (Cost optimization of 85%).

I was part of a work team dedicated to developing new functionalities within the Santiago Stock Exchange, one of the most importantones in Chile

I also dedicated myself to refactoring code by applying design pattern techniques and optimization within a large-scale project.

My main role involved planning and implementing an HPC Cluster to run artificial intelligence challenges. My work spanned from configuring hardware and network setups, ultimately building an HPC cluster that went into production at the server offices of the University of Concepción

I used the SLURM resource manager to configure the entire cluster, setting it up for the automatic execution of Singularity containers, eliminating any dependency issues in the solutions created by users.

I played the complete role of development, from requirement identification, planning, execution, to the system's deployment for monitoring and scheduling equipment checks in a factory (motors, fans, etc.), considering criticality, available personnel, and schedules