Emilio Amtonio
@emilioamtonio4
Senior AI/ML Engineer with 8+ years of experience.
What I'm looking for
I am a Senior AI/ML Engineer with over 8 years of experience in building production-grade machine learning systems across various domains, including natural language processing (NLP), predictive analytics, and computer vision. My expertise lies in utilizing advanced technologies such as Python, PyTorch, and TensorFlow, along with cloud platforms like AWS SageMaker and Azure ML. I have a proven track record of designing scalable pipelines, optimizing models for performance, and applying MLOps best practices to deliver solutions that meet business objectives.
In my current role as Lead AI Developer at Blitz Mobile Apps, I successfully designed and deployed NLP-based chatbots using BERT and GPT-3, which reduced customer support response times by 50%. I also developed computer vision models for real-time object detection with a 95% accuracy rate. My leadership in MLOps initiatives has automated model training and deployment pipelines, significantly enhancing operational efficiency. I take pride in mentoring junior engineers, conducting code reviews, and sharing knowledge through workshops.
Previously, I worked as an ML Engineer at InvoZone, where I built recommendation engines and anomaly detection systems that improved user engagement and reduced false positives. My early career as a Junior Data Scientist at Appinventiv Technologies allowed me to contribute to predictive modeling and customer segmentation projects, further solidifying my foundation in data science. I am passionate about leveraging AI to create impactful solutions and continuously seek opportunities to innovate in this dynamic field.
Experience
Work history, roles, and key accomplishments
Lead AI Developer
BlitzMobileApps
Feb 2022 - Present (3 years 5 months)
Designed and deployed NLP-based chatbots using BERT and GPT-3, reducing customer support response time by 50%. Led MLOps initiatives, automating model training and deployment pipelines with AWS SageMaker and GitHub Actions.
ML Engineer
InvoZone
Jan 2019 - Jan 2021 (2 years)
Built recommendation engines for e-commerce platforms using collaborative filtering and neural networks. Deployed ML models as microservices using Flask and Docker, achieving 99.9% uptime.
Jr. Data Scientist
AppinventivTechnologies
Feb 2016 - Dec 2018 (2 years 10 months)
Assisted in developing predictive models for retail clients to optimize inventory management, leading to a 10% reduction in stockouts. Supported the implementation of customer segmentation algorithms for e-commerce platforms, enhancing targeted marketing strategies.
Education
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Emilio hasn't added their education
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