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30 followers · 51 following

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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JuanLara18/README.md

Typing SVG

AI Animation

🚀 About Me

ML Engineer with 3+ years building production AI systems across healthcare, retail, and research domains. Currently AI Engineer at Falabella, developing computer vision and ML solutions for large-scale logistics operations.

I specialize in taking AI from concept to production—architecting end-to-end ML infrastructure, optimizing pipelines, and delivering systems that drive measurable business impact. My background combines a rigorous Computer Science & Mathematics foundation (dual degree, 4.7/5.0) with hands-on expertise in cloud deployment and MLOps.

Highlights:

  • 🏭 Building CV and anomaly detection systems at Falabella on GCP infrastructure
  • 🏥 Built HIPAA-compliant clinical AI systems at GenomAI with RAG and fine-tuned LLMs
  • 🎓 Research Associate at Harvard University (3 years, ML pipelines & organizational modeling)
  • 🏆 LATAM-wide recognition at Ipsos for TextInsight (NLP automation library)

🛠️ Tech Stack

Python
Python 		PyTorch
PyTorch 		HuggingFace
HuggingFace 		Docker
Docker 		GCP
GCP
AWS
AWS 		Kubernetes
Kubernetes 		TensorFlow
TensorFlow 		FastAPI
FastAPI 		OpenCV
OpenCV
📊 Full Technology Stack
Category Technologies
LLM & RAG OpenAI LLaMA LangChain Chroma FAISS
ML Frameworks PyTorch TensorFlow HuggingFace Scikit-learn
Computer Vision OpenCV YOLO OCR
Fine-tuning LoRA QLoRA PEFT
Cloud & MLOps GCP AWS Docker Kubernetes MLflow
Data Engineering PySpark Pandas BigQuery
APIs & Development FastAPI REST GitHub Actions

📈 GitHub Activity

GitHub Streak Top Languages

🏆 LeetCode Progress

LeetCode Stats

📫 Let's Connect


Profile Views GitHub Stars

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  1. Meeting-Scribe Meeting-Scribe Public

    AI-powered meeting transcription tool with speaker diarization using Whisper and pyannote-audio.

    Python

  2. Distributed-Translation-System Distributed-Translation-System Public

    High-performance distributed translation system for large multilingual datasets using PySpark and OpenAI. Supports caching, checkpointing, and metadata-preserving Stata translation.

    Python 1

  3. Text-Classification-System Text-Classification-System Public

    Modular pipeline for text clustering, classification, and evaluation using TF-IDF and unsupervised ML techniques

    Python 2

  4. AgentFlow AgentFlow Public

    Simulate and visualize multi-agent organizational dynamics using a modular Streamlit-based interface.

    Python 1

  5. AI-Roadmap AI-Roadmap Public

    A structured, project-based roadmap for learning Machine Learning & AI through hands-on projects. Each project builds on the previous one, helping you move from beginner to advanced AI concepts.

    Python 2

  6. Notebook-Converter Notebook-Converter Public

    Easily convert Jupyter Notebooks to different formats (PDF, HTML, Markdown) using a customizable and efficient command-line tool.

    Python