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Umesh Raval

NA

Umesh Raval
  • NA

    Graduates 25/05/2026

  • Data Science

    University of Houston

  • Send message to "ubraval"

Education

  • University/College: University of Houston
  • Major: Data Science
  • Minors: NA
  • Start Date: 19 August 2024
  • University/College: University of Mumbai
  • Major: Computer Science
  • Minors: Honors in Data Science and Analytics
  • Start Date: 15 November 2021

Work Experience

Data Scientist

MysticLabs AI 08 January 2024 To 28 June 2024 (5 Months 20 Days)

Developed LSTM neural network for music generation achieving 84% indistinguishability in musician evaluations. Built Python pipeline to preprocess 10,000+ audio files and created dashboards to track processing metrics, reducing processing time through data-driven optimizations. Improved model accuracy through hyperparameter tuning, using 3-layer bidirectional architecture.

Skills:
  • ArcGIS
  • BigQuery
  • C++
  • Design of Experiments
  • Firebase
  • GANs
  • Google Cloud Platform
  • Java
  • Microsoft Azure
  • MongoDB
  • Natural Language Processing
  • Power BI
  • Python
  • R
  • Regression
  • Reinforcement learning
  • SQL
  • Statistical Analysis
  • SVM
  • Tableau)
  • Time Series Analysis
  • Unreal Engine 5

Research Assistant, GIS and Satellite Imagery Data Analysis

University of Mumbai, KJSCE 17 January 2022 To 01 January 2024 (1 Year 11 Months 15 Days)

Analyzed satellite imagery focusing on vegetation classification; processed over 1,537 images from NASA Landsat and Copernicus Sentinel-2 datasets to develop comprehensive reports. Developed Resnet and DenseNet models to classify vegetation, improving classification accuracy by 31%. Developed automated data pipeline using SQL and Python.

Skills:
  • ArcGIS
  • BigQuery
  • C++
  • Design of Experiments
  • Firebase
  • GANs
  • Google Cloud Platform
  • Java
  • Microsoft Azure
  • MongoDB
  • Natural Language Processing
  • Power BI
  • Python
  • R
  • Regression
  • Reinforcement learning
  • SQL
  • Statistical Analysis
  • SVM
  • Tableau)
  • Time Series Analysis
  • Unreal Engine 5

Future Ready Talent Intern

Microsoft Azure AI 04 March 2023 To 25 May 2023 (2 Months 21 Days)

Developed an AI-powered application deployed on cloud for computer vision tasks, achieving a precision of 97.4% in license plate recognition.

Skills:
  • ArcGIS
  • BigQuery
  • C++
  • Design of Experiments
  • Firebase
  • GANs
  • Google Cloud Platform
  • Java
  • Microsoft Azure
  • MongoDB
  • Natural Language Processing
  • Power BI
  • Python
  • R
  • Regression
  • Reinforcement learning
  • SQL
  • Statistical Analysis
  • SVM
  • Tableau)
  • Time Series Analysis
  • Unreal Engine 5

Equal Employment Opportunity

  • LGBTQ: no
  • Ethnicity: Asian
  • Disability: no
  • Veteran: no
  • First-generation College Student: no
  • Pell Grant Eligibility: no
  • Work Authorization: yes
  • Visa Sponsorship: no

Personal Information

  • Experience Time

    NA

  • Gender

    Male

  • Age

  • Currently pursuing

    Certificate

  • Languages

    english,hindi

Skills

  • Advanced Python

Career Interest

Open to Different Industries

Yes

Location Type:

on site, hybrid, remote

Location:

NA

Employment Type:

internship, entry level jobs

Industry:
  • Business Research
  • Consulting
  • Engineering
  • Finance
  • Product Management
  • Software Development

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