Machine Learning Engineer/Principal Software Engineer2016 - PRESENTCODA AI
Technologies: Scikit-learn, PyTorch, TensorFlow, Python, Data Science, Machine Learning
- Developed predictive data analytics, visual searches, object detections and classification with machine learning, and deep learning models with large datasets.
- Developed learning to rank machine learning models to improve online search relevance algorithms for an eCommerce search platform.
- Developed customer services chatbots and recommender systems with NLU and NLP using machine learning techniques.
- Analyzed large data sets to develop custom machine learning models and algorithms to drive business solutions.
- Built large datasets from multiple sources in order to build algorithms for predicting future data characteristics such as time series machine learning models and anomaly detection.
Principal Software Engineer2015 - 2018Calix
Technologies: Network Protocols, Wireless, Data Science, Machine Learning
- Developed a self-learning and self-healing enterprise Cloud WIFI system with a machine learning algorithm.
- Built data pipeline to retrieve real-time key metrics from IoT devices to manage wireless network performance.
- Built a predictive data analytics to predict the best channel and coverage to improve network performance.