Asad Molayari

Asad Molayari Email and Phone Number

Sr. Data Scientist-R and D Lead @ Veralto
United States
Asad Molayari's Location
United States, United States
Asad Molayari's Contact Details

Asad Molayari personal email

n/a
About Asad Molayari

I am a Sr. Data Scientist (expert in anomaly detection, time-series data, advanced analytics, EDA, feature extraction, and data visualization), Engineer, and Entrepreneur in spirit. I have +8 Yrs of experience that started as an Engineer & Data Analyst, Data Scientist, Advanced Analytics, ML(Machine Learning) R&D, and software development. I've been working on ML Anomaly Detection and Prediction, Time Series forecasting, ETL, EDA, Data Cleaning, Data Acquisition, and management. I hold two MSc degrees in engineering from top schools.I managed a team of 15 and brought 2 Electric Car projects from concept to finished product.Working in eLynx Technologies, Panalytics, NAVA Analytics, and Baker Hughes sharpened my hands-on problem-solving skills and teamwork and prepared me for more challenging future roles.My key to success has been diligence, dedication, problem-solving, innovation, constant learning, and engaged approach to ensure tasks are completed on time.Briefly:• Sr. Data Scientist and Analytics in Panalytics. I formulate and manage the projects into their entire data-driven process, i.e. from data acquisition, data pipeline, ETL, advanced analytics, machine learning models to operationalization and customer engagement. (2019-present)• Sr. Data Scientist at NAVA Analytics. I developed predictive maintenance and machine learning pipeline. Built solutions to detect and predict anomalies and imminent failures in different insutruial equipment. The process included preprocessing, EDA, ETL, Data Cleaning, evaluating customized metrics on high dimensional data of sensors, texts etc. (2019-present)• Data Scientist in eLynx technologies. I was the first employee of the advanced analytics initiatives in 2015 that later grew to +20 data scientists and data engineers. We developed anomaly detection, analytics, insights, forecasting, and ensemble of models for time series sensor data from oil field pumps, compressors etc. I left eLynx in Jan 2019. (2015-2019)• Production Optimization Engineer & data analyst in Baker Hughes. Monitored, analyzed and optimized real-time sensor data utilizing multiple SCADA platforms. (2014-2015)• Research assistant for 2 Yrs in TUCoRE (Tulsa University Center of Research Excellence in Production Systems). Developed mechanistic model and conducted experiments for “Multiphase Flow Splitting-Balanced Feed Manifold (BFM)” as my M.Sc. research in Petroleum Eng. (2012-2014)• Mechanical Engineer for 2 Yrs in SAICO (Designer of Water and Waste Water Treatment Equipment). (2009-2011)

Asad Molayari's Current Company Details
Veralto

Veralto

View
Sr. Data Scientist-R and D Lead
United States
Website:
veralto.com
Employees:
588
Asad Molayari Work Experience Details
  • Veralto
    Sr. Data Scientist-R And D Lead
    Veralto
    United States
  • Veralto
    Sr. Data Scientist-R&D Lead
    Veralto Oct 2023 - Present
    Waltham, Ma, Us
  • Panalyticsai
    Director Of Analytics, Co-Founder
    Panalyticsai Nov 2019 - Present
    Tulsa, Oklahoma, Us
    Developing end-to-end Data Acquisition, ETL, Data Analytics, Prediction, and Forecasting models for Gas Compression systems. Pre-processing, EDA, Data Cleansing/Quality, Feature Extraction, Machine Learning models, Proof-of-Concept, Product Development, Production Deployment, and Clients Engagement. (Python, Plotly, Dash, Notebooks, ML, RNN, AWS, S3, Lambda, SageMaker, EC2, Clusters, Git, Vue.js, Django)• Anomaly Detection/classification/prioritization using high dimensional/frequency sensor data• Develop advanced analytics and actionable info from complex data (+800 real-time sensor and controller)• Conduct Proof-of-Concept and manage customer engagement
  • Danaher Corporation
    Sr. Data Scientist-R&D Lead
    Danaher Corporation Aug 2021 - Oct 2023
    Washington, District Of Columbia, Us
    Leading the R&D Data Science team for New Product Development (NPD) at Hach
  • Trivyol
    Co-Founder
    Trivyol Oct 2017 - Jan 2023
    Operated and strategized the startup. Managed a team of 5 developers. Designed the web/mobile Apps in the frontend and maintained the backend. Marketed on social media, pitched, and maintained the PR. (Android Studio, Clubhouse Project Management, Adobe Illustrator, Microsoft Visio)
  • Nava Analytics
    Sr. Data Scientist, Co-Founder
    Nava Analytics Feb 2019 - Jun 2021
    Developed a series of machine learning models to detect/predict/classify anomalies in time series high-frequency data. Performed deep EDA. Created engineering and statistical features. Leveraging NLP and built advanced features. Designed and developed customized evaluation metrics. Built dashboard.• Ensemble of machine learning models in python and AWS to detect, predict, and classify anomalies in time series data (EC2, S3, SageMaker, KNN, iForest, LightGBM, DNN, RNN, ARIMA)• EDA, feature engineering, and custom metrics (Python, Dash, Plotly, Matplotlib, Seaborn)• Data acquisition, ETL, preprocessing, cleansing, and quality (Python Scripts, AWS, Jupyter)• Engaged and Managed software developers, Dashboard & visualization (VM, Git, Django, CSS, HTML, vue.js)
  • Elynx Technologies
    Data Scientist
    Elynx Technologies Sep 2017 - Jan 2019
    Tulsa, Ok, Us
    Developed ensemble of time series machine learning and rule-based models for anomaly detection, failure prediction and evaluation for highly volatile real-time sensor data. Built highly predictive features. Leveraged NLP to create advanced features. Worked on Digital Twin of the physical assets. Conducted proof of concepts, maintained client’s relationship and presented the results. Built data-driven Economic Models for various artificial lift types. Held stakeholders’ meetings.
  • Elynx Technologies
    Data Scientist/Engineer
    Elynx Technologies Dec 2015 - Aug 2017
    Tulsa, Ok, Us
    Major contributor to the eLynx Anomaly Detection Model (Patent Pending). Built a series of machine learning/heuristic models for numerical sensor data in python. Performed feature engineering. Cleaned, prepared and labeled training dataset for ESPs, Plunger Lifts and Gas Lifts. Developed customized metrics to evaluate the models through Precision, Recall and F1 Score. Trained analytics team members. Developed optimization model for Gas Lift wells.
  • Baker Hughes
    Production Optimization Engineer & Data Analyst
    Baker Hughes Aug 2014 - Nov 2015
    Houston, Texas, Us
    Monitored and analyzed the operational behavior of oil and gas equipment via SCADA and real-time sensor/time-series data. Identified various anomalous signatures, leveraged metadata and troubleshoot remotely. Developed forecasting models (regression) for the oil/gas decline curves. Built Heuristic rule-based alarms. Optimized the production goals for the wells through remote adjustments. Provided alternative solutions and troubleshooting consultants to sales and account managers. Designed and simulated the ESP systems for various oil/gas wells.
  • The University Of Tulsa - Continuing Education For Science & Engineering
    Research Assistant At Tulsa University Separation Technology Projects (Tustp)
    The University Of Tulsa - Continuing Education For Science & Engineering Aug 2012 - Aug 2014
    Developing mechanistic model and running experiment for "Multiphase Flow Splitting Balanced Feed Manifold (BFM)" as my current master's project.
  • The University Of Tulsa - Continuing Education For Science & Engineering
    Graduate Teaching Assistant At Production Lab At University Of Tulsa
    The University Of Tulsa - Continuing Education For Science & Engineering Jan 2013 - Jul 2014
    Teaching "Multiphase Flow Pattern" and "Multiphase Separation" experimental facilites.
  • Mechanical Engineer At Saico
    Mechanical Engineer At Saico (Active In Water And Waste Water Treatment Industries)
    Mechanical Engineer At Saico Oct 2010 - May 2012
    SAICO (Sanaye Ab Va Omran Iran Co.) is an active company in Water and Waste Water Treatment Industries.• Designed and optimized positive displacement blowers (Roots Blowers), analyzed dynamic and static balancing• Modeled acoustic enclosures for Roots Blowers as sound proofing based on ISO standards
  • Saico (Water And Waste Water Treatment Industries)
    Summer Internship
    Saico (Water And Waste Water Treatment Industries) Jun 2008 - Sep 2008
    Interpreted and investigated blower units
  • Saravel (Hvac Industry)
    Summer Internship
    Saravel (Hvac Industry) Jun 2007 - Sep 2007
    Designed and manufactured a special axial fan for testing the CFM and sound pollution

Asad Molayari Skills

Solidworks Engineering Autocad Finite Element Analysis Matlab Cad Ansys Catia Mechanical Engineering Project Engineering Manufacturing Inventor Unigraphics Fluid Mechanics Cfd Multiphase Flow Fortran Labview Modeling Thermodynamics Reservoir Engineering Reservoir Simulation Simulations Heat Transfer Fluid Dynamics Petroleum Engineering Pipelines Computational Fluid Dynamics

Asad Molayari Education Details

  • The University Of Tulsa
    The University Of Tulsa
    Petroleum Engineering
  • Iran University Of Science And Technology
    Iran University Of Science And Technology
    Within The Top %7.5 Of Graduating Class
  • Amirkabir University Of Technology - Tehran Polytechnic
    Amirkabir University Of Technology - Tehran Polytechnic
    Mechanical Engineering

Frequently Asked Questions about Asad Molayari

What company does Asad Molayari work for?

Asad Molayari works for Veralto

What is Asad Molayari's role at the current company?

Asad Molayari's current role is Sr. Data Scientist-R and D Lead.

What is Asad Molayari's email address?

Asad Molayari's email address is as****@****her.com

What schools did Asad Molayari attend?

Asad Molayari attended The University Of Tulsa, Iran University Of Science And Technology, Amirkabir University Of Technology - Tehran Polytechnic.

What are some of Asad Molayari's interests?

Asad Molayari has interest in Children, Civil Rights And Social Action, Environment, Education, Heat Transfer, Facility Engineering, Science And Technology, Flow Assurance, Poverty Alleviation, Artificial Lift.

What skills is Asad Molayari known for?

Asad Molayari has skills like Solidworks, Engineering, Autocad, Finite Element Analysis, Matlab, Cad, Ansys, Catia, Mechanical Engineering, Project Engineering, Manufacturing, Inventor.

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