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About

I’m an AI/ML Engineer and Research Assistant at LiNAR, University of San Andrés (UdeSA), currently pursuing my B.Sc. in Artificial Intelligence Engineering. I’m passionate about building practical AI solutions that make a real impact.

Current Work

Research Assistant at LiNAR, UdeSA (Aug 2025 – Present)

  • Researching semantic SLAM and Bayesian fields

Senior Data Scientist at SOFLEX (Jun 2025 – Present)

  • Designed a hybrid RAG+DSL agent on 200M 911 incidents; answers in < 5s and 76% less analysis time
  • Built real-time ASR and call classification for 911, prioritizing critical alerts
  • Researching denoising, VAD, and streaming ASR to harden transcripts in noisy operational settings

Machine Learning Engineer at PSAG (Apr 2025 – Present)

  • Deployed multimodal OCR with vision LLMs: 600 pallets/day at 99.8% accuracy
  • Trained YOLOv8 at 60 fps; 28% fewer labeling errors and instant operator alerts

Previous Experience

AI & Machine Learning Lead at UK University Mexico (Jan 2025 – Jun 2025)

  • Built an intent classifier for 50k leads/month; +17% enrollment and actionable operational insights
  • Automated course generation: from 1 to 280/week with 99% less turnaround
  • Led AI strategy, stack, and end-to-end prototyping; delivered MVPs in 1 day

Artificial Intelligence Engineer at Notimation (Oct 2023 – May 2024)

  • Introduced LangChain and RAG, cutting chatbot prototyping from 3 weeks to 3 days
  • Designed agent orchestration, tripling throughput and reducing infrastructure costs by 30%

Skills & Technologies

  • Languages: Python, C/C++, Java, JS/TS, CUDA
  • Frameworks: PyTorch, TensorFlow, Keras, LangChain/LangGraph, Django/Flask/FastAPI
  • Infrastructure: Docker, Kubernetes, vLLM, Pinecone, GCP, AWS
  • Specializations: NLP, Computer Vision, VAEs, GNNs, RL/Deep RL, Advanced Statistics

Education & Achievements

University of San Andrés (UdeSA) - B.Sc. in Artificial Intelligence Engineering (2022 – 2027)

  • 95% merit scholarship, GPA: 8.67/10
  • Selected coursework: NLP, Computer Vision, VAEs, GNNs, RL/Deep RL, Databases, Networks, Algorithms

Competitive Programming

  • Two-time Latin American Regional qualifier, ICPC (2024, 2025)
  • 1st place, ITBA Computer Society Hackathon 2024
  • 1st place, ITBA Computer Society Game Jam 2023
  • Valedictorian, high school cohort (GPA 9.53/10)

Contact