Pinak Shome

Experience

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  Inmovidu

  Feb 2021 - Mar 2021

  Business Development Intern
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  Usurp tech

  May 2022 - Oct 2022

  Machine Learning Engineer

  • Engineered a Python-Based analytic ETL pipeline from a MongoDB Database using ApacheSpark for distributed data processing resulting in 50% increase in data processing speed.• Utilized Tensorflow to create personalized neural net architectures to perform named entityrecognition tasks on company’s resume database to aid feature engineering processes forsubsequent candidate-skill level screening machine learning models improving the accuracy ofcandidate screening by 30%• Implemented feature engineering techniques on 'USURP' database to optimize DataFrameoperations, and developed data products (Ex: 'points' algorithm) to drive user engagementmetrics and validate creator credentials for screening, leading to 30% increase in userengagement and 25% improvement in creator validation accuracy. Show less

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  University of Denver

  Nov 2022 - now

  >Administrated the semi-open-source software REDCap, handling user account lifecycle, diagnosing system malfunctions, applying resolution strategies, and enforcing compliance to system policies, while orchestrating inter-institutional collaborations for best practice sharing and troubleshooting.>Directed data-driven library assessment initiatives by creating and implementing quantitative and qualitative assessment tools. Explored intricate aspects such as collection strengths/needs analysis, study space utilization, information retrieval behaviors, and service quality metrics.>Designed and implemented filtration strategies for large-scale surveys, integrating advanced front-end techniques, collaborative research team insights, and a suite of data analyses.>Implemented expertise from a quantitative research-based academic background to manage extensive, data-intensive research projects. Involved in the optimizing the workflow of data management principles and data science methodologies. Designed and implemented Python-driven ETL pipelines for analysis of legacy university data across third party applications reducing hours of manual data transformation workloads.>Fulfilled a critical role in the instructional design and delivery process for REDCap users, utilizing a combination of technical writing, information literacy, and pedagogical methodologies. Developed and updated research guides, training modules, and other instructional materials, backed by exceptional communication skills and a keen attention to detail.>Conducted Technology reviews for third party integrations (eg. Mosio) into REDCap to streamline research survey functionalities resulting in extended survey accessibility across a variety of software platforms. Show less

  • Data Services and Assessment Assistant

    Jun 2023 - now

  • Learning Effective Program Tutor

    Nov 2022 - Jun 2023