Humberto G. Granda
AI/ML Engineer | Large Language Models (LLMs) | Generative AI
- Role
- Ai Machine Learning Engineer at Omdena
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Humberto G. Granda
With a deep specialization in natural language processing, I am an experienced AI & …
Experience
Ai Machine Learning Engineer
Jan 2021 — Present · Silicon Valley, CA, US
AI Algorithm for Sleep Pose Estimation: Developed machine learning models to detect Periodic Limb Movements from complex Electromyography (EMG) and radar-based time-series data. Collaborated with the impact startup Sleepiz to enhance diagnostic processes for sleep apnea conditions. Engaged with a global team of over 45 changemakers in an intensive 8-week AI challenge. Implemented and tested multiple models, achieving significant sleep posture estimation accuracy advances.• AI for Affordability of Oncology Immunotherapy Treatment: Contributed to an AI solution that predicts the Time To Next Treatment (TTNT) curve for oncology patients, aiding in personalized treatment planning. Collaborated with Mango Sciences and a diverse team to develop a predictive model and an interactive dashboard. The model enhances decision-making processes in treatment affordability and clinical pathways for immunotherapy.• AI to Build a Chatbot for Refugee Helplines: Developed a chatbot to assist refugees by building a web scraper to collect relevant information and setting up a responsive database. Participated in extensive Exploratory Data Analysis (EDA) of previous conversations and trained Rasa models for Natural Language Understanding (NLU) and Generation (NLG). A fully functional chatbot was deployed that enhanced the accessibility of critical information for refugees.• Analyzing Open Data About Los Angeles Metropolitan Area: Led the Los Angeles, USA Chapter project focusing on analyzing extensive open datasets to address urban challenges. Utilized data science and AI to extract insights pertinent to urban planning, transportation, and public safety. Facilitated collaboration and knowledge sharing across a dedicated team, enhancing local data-driven decision-making processes.
Education
Universidad de Lima
Bach.
La Salle Campus Barcelona
Master
ESAN Graduate School Of Business
Master of Science
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