I offer ML / DS consulting services for startups. From short-term strategic consultations to long-term engagements spanning ideation to deployment. Short-term consultations to help define & plan strategic roadmap and products: - Determining how your data can potentially be leveraged with AI- Assessing ways AI can enhance your current and future assortment of products - 80/20 analysis of potential solutions, and what’s required to make them happenLong-term engagements… Show more I offer ML / DS consulting services for startups. From short-term strategic consultations to long-term engagements spanning ideation to deployment. Short-term consultations to help define & plan strategic roadmap and products: - Determining how your data can potentially be leveraged with AI- Assessing ways AI can enhance your current and future assortment of products - 80/20 analysis of potential solutions, and what’s required to make them happenLong-term engagements from ideation to deployment:- Understanding the business problem- Preliminary research & exploratory analysis- Modeling & hyperparameter tuning- Visualization & result interpretation- Deployment & monitoring ML models in productionPrevious engagements include:- Building and deploying logistic regression model to identify churning customers for telecom startup.- Developing time series model (SARIMAx) to forecast sales and inventories for online retail platform. Show less

Helping consultants leverage the power of data. Prior engagements include - Booz Allen Hamilton, McKinsey

Optimize content marketing performance by utilizing advanced statistical modeling, machine learning, optimization and research.- Build end-to-end systems based on machine learning methods (ETL, modeling and deployment)- Implemented continual learning architecture with automatic model selection and tuning of three candidate models: XGBoost, Linear SVM, Logistic Regression- Employed traditional NLP methods such as BoW models and word vectors as well as deep learning-based NLP… Show more Optimize content marketing performance by utilizing advanced statistical modeling, machine learning, optimization and research.- Build end-to-end systems based on machine learning methods (ETL, modeling and deployment)- Implemented continual learning architecture with automatic model selection and tuning of three candidate models: XGBoost, Linear SVM, Logistic Regression- Employed traditional NLP methods such as BoW models and word vectors as well as deep learning-based NLP models such as BERT, OpenAI GPT-2/3, other transformersTechnologies - Python, SQL, Spark, Docker, AWS, huggingface, spaCy, NLTK, Tensorflow, Keras, pandasBy utilizing Artificial Intelligence, Natural Language Processing and Machine Learning, we help our partners (trade associations, exhibition and event organizers, community owners and businesses) create and deliver personalized content to their members while driving engagement.https://www.caboodleai.com/ Show less

Led agile, cross-functional team of 5, acting as product owner for the vision, strategy, and roadmap for core analytics solutions across the organization.- Championed use of machine learning to augment various legacy processes.- Generated data-informed insights and stories to influence business decisions.- Built key data sets to empower operational and exploratory analysis.- Defined, evaluated and reported on key business metrics with interactive dashboards for… Show more Led agile, cross-functional team of 5, acting as product owner for the vision, strategy, and roadmap for core analytics solutions across the organization.- Championed use of machine learning to augment various legacy processes.- Generated data-informed insights and stories to influence business decisions.- Built key data sets to empower operational and exploratory analysis.- Defined, evaluated and reported on key business metrics with interactive dashboards for C-suite.Technologies - Python, SQL, Tableau The Pill Club is a health-tech, venture backed startup with over $100M in venture capital funding.www.thepillclub.com Show less

I founded a startup, with the idea of making night-time visits to the bathroom safer for the elderly. It uses a modular lighting system that connects to a sensor in the user's bed frame; when the user gets up - the lights turn on, minimizing the chance of a night-time fall. There is also a data layer built in; if the user is out of their bed for too long, a care-giver receives a text-notification. https://www.lunalights.org/

Led strategic projects and process improvements with the goal of empowering operations ​for the Systemized Intelligence Lab led by Dave Ferrucci (formerly behind IBM's "Watson") and Transformation Department led by Jeff Taylor (founder of Monster.com).- Conducted analysis and needs assessment; identifying pains and opportunities for improvement.- Liaised with Research to leverage data in diagnosis of operational bottlenecks.- Played a key role in various internal improvements… Show more Led strategic projects and process improvements with the goal of empowering operations ​for the Systemized Intelligence Lab led by Dave Ferrucci (formerly behind IBM's "Watson") and Transformation Department led by Jeff Taylor (founder of Monster.com).- Conducted analysis and needs assessment; identifying pains and opportunities for improvement.- Liaised with Research to leverage data in diagnosis of operational bottlenecks.- Played a key role in various internal improvements, including the design of bespoke recruitment pipeline for ML and NLP candidates.- Create innovative & interactive dashboards, scorecards, and weekly/monthly reports for C-suiteTechnologies - Python, SQL, SAS, Bridgewater is the world's largest hedge fund with $160 billion AUM.www.bridgewater.com Show less

Served as part of System Operations team, ensuring operational integrity and on-time departures of flights. - Collaborated with cross-functional team members to address high priority initiatives.- Supported strategic decisions by assisting leaders with analysis of risk reports and audits.- Proactively identified ways to improve processes, developing a Python script that automated scheduling of reserve pilots.- Participated in the onboarding and development of interns by… Show more Served as part of System Operations team, ensuring operational integrity and on-time departures of flights. - Collaborated with cross-functional team members to address high priority initiatives.- Supported strategic decisions by assisting leaders with analysis of risk reports and audits.- Proactively identified ways to improve processes, developing a Python script that automated scheduling of reserve pilots.- Participated in the onboarding and development of interns by providing training and mentorship.Technologies - PythonJetBlue Airways is one of the largest major airlines in North America.www.jetblue.com Show less