Summary
Overview
Work History
Education
Skills
Honors and distinctions
Technical skills
Timeline
Generic

Jay Manjrekar

San Diego

Summary

Seeking an internship to apply fundamental data science skills, contribute to practical projects and enhance proficiency in data analysis, programming and problem solving within a professional environment.

Overview

2
2
years of professional experience

Work History

Convolutional Neural Network (CNN) Project - Emotion Detection

08.2024 - 09.2023
  • Built a CNN using TensorFlow and Keras for emotion detection from facial expressions
  • Collected and pre-processed image data for training and validation
  • Optimized the model's accuracy using techniques such as batch normalization and dropout layers
  • Evaluated the model's performance using metrics like precision, recall, and F1-score to fine-tune hyperparameters

Intern

General Atomics
06.2023 - 08.2023
  • Containerization and Deployment: Leveraged containers and Podman to streamline automated testing, ensuring efficient deployment and scalable environments
  • Behavior-Driven Development: Implemented the Cucumber BDD framework to containerize and execute automated tests, enhancing test reliability and consistency
  • Container Orchestration: Designed and maintained containerized testing environments for improved scalability and maintainability
  • CI/CD Integration: Incorporated automated testing workflows into CI/CD pipelines, enabling seamless integration, testing, and deployment processes
  • Pipeline Optimization: Automated build, test, and deployment cycles to minimize manual intervention and accelerate feedback loops
  • Agile Methodologies: Aligned container-based testing with agile development practices to support iterative and efficient development lifecycles

Product & Market Research Mentorship

09.2022 - 11.2022
  • Utilized NumPy and Pandas to analyze trends in elderly healthcare, identifying market opportunities
  • Synthesized complex datasets to identify potential market opportunities in healthcare technology
  • Gained proficiency in data science tools, applying them to real-world market analysis and healthcare research

Participant, UCSD MCTC and Biomechanics

06.2022 - 07.2022
  • Hands-on experience in mammalian cell culture, biomechanics, with a focus on data analysis and digital image processing
  • Enhanced skills in scientific experimentation and quantitative analysis, relevant for data science applications in biomedical fields
  • Used advanced lab equipment and software for data collection and interpretation

Full Stack Web Developer

02.2022 - 05.2022
  • Developed 'BlogNorte', a mock social media platform for student engagement, inspired by Twitter using TypeScript and React for a responsive front-end
  • Managed a database for efficient data handling and integrated secure user authentication features

Education

B.S. - Data Science with emphasis in Artificial Intelligence and Machine Learning

University of California, San Diego
06.2027

Diploma -

Del Norte High School
San Diego, CA
06.2023

Skills

    Programming Languages, Frameworks & Database Management:

  • Proficient in Python, Java, JavaScript, React for front-end development
  • Skilled in SQL queries, good understanding of CRUD operations

    • Version Control & Collaboration:

  • Experienced in Git for version control, Proficient in collaborative projects using Jupyter Notebooks

    • Data Analysis & Visualization:

  • Proficient in data manipulation and analysis using Pandas
  • Skilled in numerical computing with Numpy Experience in visualizing complex datasets and insights

    • Machine Learning & Deep Learning:

  • Experience with TensorFlow and Keras for deep learning projects, including CNNs for image classification
  • Knowledgeable in building, training, and optimizing neural networks for computer vision tasks

    • Containers & Automated Testing:

  • Experience with Podman and Docker for containerization
  • Proficient in Cucumber for Behavior-Driven Development (BDD) testing framework

Honors and distinctions

  • Varsity Soccer CIF Division 1 Champion, Scholarly Athlete, Top goal scorer varsity, JV Soccer MVP
  • ELC Top 9% recognition by UC's, 2022
  • Earned AP Scholar, Del Norte High School, 2023

Technical skills

Proficient in Python, Java, JavaScript, React for front-end development., Skilled in SQL queries, good understanding of CRUD operations., Experienced in Git for version control., Proficient in collaborative projects using Jupyter Notebooks., Proficient in data manipulation and analysis using Pandas., Skilled in numerical computing with Numpy. Experience in visualizing complex datasets and insights., Experience with TensorFlow and Keras for deep learning projects, including CNNs for image classification., Knowledgeable in building, training, and optimizing neural networks for computer vision tasks., Experience with Podman and Docker for containerization., Proficient in Cucumber for Behavior-Driven Development (BDD) testing framework.

Timeline

Convolutional Neural Network (CNN) Project - Emotion Detection

08.2024 - 09.2023

Intern

General Atomics
06.2023 - 08.2023

Product & Market Research Mentorship

09.2022 - 11.2022

Participant, UCSD MCTC and Biomechanics

06.2022 - 07.2022

Full Stack Web Developer

02.2022 - 05.2022

Diploma -

Del Norte High School

B.S. - Data Science with emphasis in Artificial Intelligence and Machine Learning

University of California, San Diego

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Jay Manjrekar