Beau Mahadev Email & Phone Number

New York, United States

San Francisco Bay Area

Implementing machine learning solutions for a software start-up optimizing the modular construction process. Implemented text to image generators and chatbots in Pytorch.Working on GANs, CNNs, and LLMs (llama, GPT, and LangChain). Using open source image models and datasets.Worked for a data observability platform making changes to the backend modeling codebase in Python to improve model performance. Built inhouse RAG application to answer questions about customer dataWorked for Energybox overseeing a cloud based machine learning analytics feature performing realtime optimization of equipment performance to avoid demand charges. Deployed solution to 200+ locations, achieved a 15% reduction in peak demand.

Hong Kong Sar

Leading global team of data scientists and overseeing implementation of new analytics features via development of ETL pipelines in Python. Responsibilities included working with Product Owners and Management to set analytics strategy, breaking down feature requests into concrete requirements for development, and providing support to data science team.

Hong Kong

Generating insights from IoT sensors (including high frequency watts, temp, humidity, compressor status) to increase energy and operational efficiency for our clients. Worked on a variety of features such as cold storage failure detection, HVAC efficiency, consumption prediction, and compliance verification- Prototyping analytics algorithms in Python using pandas and scikit-learn- Automating our data analytics through integrating algorithms into our platform- Development and maintenance of analytics API

San Francisco Bay Area

Working on a subscription based platform for machine learning analytics. Developed NLP Named Entity Recognition feature for event detection. Worked to research, develop, and test a new method of named entity recognition based on Stanford's conditional random fields for NER.

Involved using Natural Language Processing and Machine Learning frameworks to create an algorithm to analyze and sort posts of interest to a specific user. Gained experience working in the Ubuntu environment and programming in Python.

Web Development firm building site content, managing backend components, managing the MSQL database, transferring sites, troubleshooting, etc. Gained experience in the CMS Joomla and PHP.