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Click here or scroll down to respond to this candidateCandidate's Name
PHONE NUMBER AVAILABLE, EMAIL AVAILABLE, Tigard, ORhttps://LINKEDIN LINK AVAILABLESummaryData science leader with a passion for applying ML, LLM's, and NLP to solve real-world problems. I've successfully deployed deep learning models and large language models My expertise lies in manipulating diverse data types (numeric, text, image, genomics) to extract insights and drive business results.Skills and ToolsAnalytical Skills: Machine Learning, deep learning, Natural Language Processing (NLP), Large Language Models (LLMs), Generative AI (GAI), GAN Models, image classification, object detection, time series analysis, health risk analysis, Operations ResearchProgramming & Computer Skills/Tools: Python, R, SQL, MongoDB, Spark, SPSS, KNIME, Tableau, Databricks, Linux, Git, REST API, LangChainCloud Technologies: GCP (Vertex AI, AutoML), AWS (Sagemaker, S3, EC2), databricks, Azure (Azure ML, Mlflow), KubeflowWork ExperienceData Scientist Outlier (Affiliated by Scale AI) Jan 2024 to PresentContributing to training generative artificial intelligence modelsSolving complex data problems, like data generation, data cleaning, data visualization, and machine learning modeling, and optimizing code to run at maximum efficiency, and writing robust test cases to confirm code works efficiently and effectivelyWriting human-readable summaries of problems, and Writing explanations of how data science can solve problems and evaluate various solution approachesAI/ML Data Scientist Consultant, InnoVet Health July 2023 to Oct 2023Consulted in different projects such as SDOH extraction, hospital readmission, and synthetic clinical data preparation, and Participated in proposal preparation for the VAData Scientist, Infinite Computer Solutions Sept 2020 to April 2023healthlligence project Start-up Company:oDeveloped a care plan automation workflow by integrating different types of data and measures and by developing large language models to recommend interventionsoFine Tuned FLAN T5 model, by using LoRA method, to summarize notes and to recommend care interventions according to the recognized problems and barriersoTrained sentence classification and sentiment analysis models to predict types of barriers and problems from clinical notesoDeveloped time series models for predicting different factors by using bidirectional LSTMTeledental project Insurance CompanyoParticipated in the production of a mobile application through training, implementing, and maintaining a computer vision module where object detection and image classification models trained, deployed and monitored.Machine Learning Researcher, OHSU 2019-2020Evaluated the accuracy of automatic voice-based scoring, and pronunciation screening systemsDeveloped natural language processing (NLP) and machine learning algorithms for analyzing the Formulated Sentences taskPost Doctoral Researcher, North Carolina A&T State University May 2018 to Dec 2019Applied natural language processing (NLP) to retrieve the analyze the innovation performance of electronic companies selectedCoached graduate students teams to provide strategic innovation plan for different industriesMarketing Data Mining Consultant, Reas Beauty July 2018 to Sept 2018Applied K-mean clustering for the purpose of Customer Segmentation to recognize the most valuable group of the customers, and their shopping behavior, and visualized the target market specifications and their shopping behavior, and presented to the top managersBusiness and Technology Analyst, ADN Feb 2013 to Jun 2014Coordinated multiple strategic technology acquisition projectsPerformed technology landscaping, business analysis, and market analysis for some cosmetic productsSupported the decision makers by providing strategic business and technology information framed in a decision making modelData Scientist Research Assistant, Portland State University Jan 2012 to March 2018Conducted multiple data science research projects in technology management areaSet up interview sessions and expert panels to collect labeled data, to recognize criteriaDeveloped a novel machine learning algorithm for opportunity identification for new product planningEducationPhD, Technology Management (Portland State University)Msc, Bsc, Industrial Engineering (Sharif University of Technology)Certificates in Machine Learning, and Deep Learning (Stanford University)Certificate in Gen AI with Large Language Models (deeplearning.ai)Certificate in Machine Learning in Production (deeplearning.ai) |
