Jam Paydavousi

Jam Paydavousi

Principal Product Manager

Followers of Jam Paydavousi605 followers
location of Jam PaydavousiNewport Beach, California, United States

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  • Timeline

  • About me

    Founder | Mobile Ties | Predictive Segmentation, Targeting, and Forecasting

  • Education

    • NYU Stern School of Business

      -
      MBA Finance & Marketing
    • Worcester Polytechnic Institute

      -
      Bachelor's degree Electrical, Electronics and Communications Engineering
    • Columbia Engineering

      2020 - 2021
      Postgraduate Diploma Artificial Intelligence & Machine Learning 9.91/10

      Activities and Societies: Developed prediction models and executive presentation for: 1. New sales by TIAA-CREF channels using linear regression models. 2. Sales of new funds by the channel In addition to descriptive analytics and predictive analytics, provided prescriptive analytics by utilizing lift curves and lift charts to identify top agents and offices, who would benefit most from marketing campaigns by TIAA-CREF. Applied Artificial Intelligence: Utilize intelligent agents, state-space problem representations, uninformed and heuristic search, game playing and reinforced learning, logical agents, natural language processing, and constraint satisfaction problems; to implement models for self-driving cars, face recognition, web search, industrial robots, GPS navigation, and tumor detection.Applied Machine Learning: Implement supervised machine learning models using regression and classification… Show more Applied Artificial Intelligence: Utilize intelligent agents, state-space problem representations, uninformed and heuristic search, game playing and reinforced learning, logical agents, natural language processing, and constraint satisfaction problems; to implement models for self-driving cars, face recognition, web search, industrial robots, GPS navigation, and tumor detection.Applied Machine Learning: Implement supervised machine learning models using regression and classification techniques. Develop unsupervised machine learning models using data clustering, matrix factorization, and sequential models for order-dependent data. Show less

    • University of California, Irvine Division of Continuing Education

      2019 - 2019
      Machine Learning, Artificial Intelligence, Full Stack Web Applications, and Data Sciences
  • Experience

    • Comtech Telecommunications Corp.

      Aug 2006 - Dec 2012
      Principal Product Manager

      Led engagement with customers and development team to validate and prioritize market requirements and collaborated with visual design team, engineers, and clients to improve performance and enhance usage — increased usage of mobile apps by 31%, and retention by 37 %.Increased product discoverability in mobile app stores, by highlighting competitive advantages; increased uptake by 6% and usage by 9%. Increased customer-base to over 3 million active subscriptions.Implemented new business models that made the partners’ costs more affordable and predictable - increased customer-base by 65% and usage per customer by 28%, despite free alternatives. Show less

    • Stretto

      Apr 2013 - Sept 2014
      Director of Product Management

      Established the product management department, defined strategic and tactical product plans. Led the product team to communicate and collaborate effectively with internal and external groups and define a 2 year product roadmap, business requirements, and improve their tactics with both clients and other groups.

    • Mobile Ties

      Oct 2015 - now
      Developer of Marketing SaaS Products, Data Scientist, Marketing Strategist

      Provider of Customer Engagement Solution to retailers and small-medium businesses, including AI-based Target Marketing and Sentiment Analysis using Natural Language Processing (NLP). Technologies include SMS-based mobile marketing platform, digital loyalty rewards solution, reputation management enhancement, and marketing strategy consulting services. Designed to increase businesses' revenue contribution from repeat customers, and bring new customers via targeted engagement on social media. Currently serving retailers including QSR restaurants, auto service centers, and general retailers.https://www.mobileties.com Show less

    • Cox Communications

      Oct 2022 - Mar 2023
      Data Scientist

       Implemented machine learning models to discover patterns, predict anomalies among KPIs, to reduce costs, increase customer sentiment, and provide further insight on adoptability of the chat product. Extracted information from Oracle SQL and PowerBI dashboards and utilized Python and respective data tidiness, statistical packages, and machine learning models to: o Evaluated existing anomaly detection mechanism that used traditional Statistical Process Control tools; and provided recommendation to change business rules for several thresholds. o Utilized statistical analysis including ADF and KPSS to separate stationary and non-stationary time-series datasets; then used various prediction models including Isolation Forest and Seasonal Decomposition (STL) to validate anomalies, and S-ARIMA (seasonal ARIMA) to predict anomalies.o Applied unsupervised machine learning model (K-Means) to group and identify days and weeks with similar KPIs and establish dynamic upper and lower thresholds for anomaly detection (per group, then used supervised machine learning (KNN) to make daily predictions for 2023. o Performed linear regression & statistical models to discover correlations between call types and handling duration at Cox & offshore sites. Provided recommendations to enhance support call flows, agent training, and redirecting certain call types to chat product and virtual agent (Oliver).o Used pattern recognition techniques and classification models to discover unusual increase in field truck deployments during peak season May-2022 through September 2022; resulted in enhancements in call flow algorithm, updates to agent performance scorecard metrics. Show less

  • Licenses & Certifications

    • Web Visualization using Javascript, D3.js, Plotly, Leaflet, with css and Bootstrap utilities

      University of California, Irvine Division of Continuing Education
      Nov 2019
      View certificate certificate
    • Design and Management of ETL processes with Databases

      University of California, Irvine Division of Continuing Education
      Nov 2019
      View certificate certificate
    • Artificial Intelligence & Machine Learning Modeling, with Big Data Analysis & Deployment

      University of California, Irvine Division of Continuing Education
      Nov 2019
      View certificate certificate
    • Python Programming for Data Sciences, including PySpark Environments

      University of California, Irvine Division of Continuing Education
      Nov 2019
      View certificate certificate
    • Visual Basic Scripting

      University of California, Irvine Division of Continuing Education
      Nov 2019
      View certificate certificate
    • Post Graduate Diploma in Artificial Intelligence and Machine Learning

      Emeritus
      Mar 2021
    • Tackling the Challenges of Big Data

      MIT Professional Education