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Daksh Patel Data Science/Machine Learning

About Me

Hey, I'm Daksh Patel, a dedicated Applied Data Science enthusiast currently pursuing my Masters at USC. I'm on a mission to unlock the power of data and create meaningful insights. As a coding enthusiast, I thrive on challenges and continuously seek opportunities to learn and grow. Join me on this exciting journey through my projects and experiences. Let's innovate and make an impact together! šŸš€ #DataScience #USCGradStudent

WHAT I DO

  • šŸ”­ Iā€™m currently studying Data Science
  • šŸŒ± Iā€™m currently learning Deep Learning and Image Segmentation
  • šŸ‘Æ Iā€™m looking to collaborate on Research Projects
  • Frameworks

    Tech Stack

    Tools


    Featured Projects

    Cancer Detection in BoneMets

    Cancer Detection in BoneMets using Deep Learning Technologies

    • Deep Learning, Medical Imaging

    Redesigned a deep learning model for detecting bone metastases (BoneMets) in cancer patients using convolutional neural networks (CNNs). Analyzed medical imaging data to enhance cancer diagnosis and treatment.

    Restaurant Recommendation System

    Restaurant Recommendation System

    • Machine Learning, Big Data

    Extracted and cleaned data from Yelp, then utilized a distributed storage system for data mining and recommendation. Secured 3rd position among 200 students in a class leaderboard by developing a recommendation system utilizing Spark, Python, Hadoop, SQL, and Java. Achieved an RMSE of 97.42, demonstrating exceptional accuracy and performance. Notably enhanced user experience and engagement, resulting in improved customer satisfaction and retention.

    Predicting Agricultural Yield

    Predicting Agricultural Yield by Integrating Remote Sensing Data and Machine Learning Technology

    • Deep Learning, Neural Networks, Remote Sensing

    Developed a machine learning model for predicting crop yield in Punjab using 17 years of weather, soil, and NDVI data. Employed statistical methods, machine learning algorithms, and real-world validation techniques.

    Resume

    Summary

    Passionate Data Science enthusiast with a proven track record in machine learning, deep learning, and data analysis. Experienced in developing innovative solutions to complex problems across multiple domains. Seeking opportunities to leverage expertise in impactful projects within a dynamic environment.

    Education

    University of Southern CaliforniaLos Angeles, CA Master of Science in Applied Data Science, GPA: 3.65/4.0 Aug 2023-Present Relevant Coursework: Data Analysis, Data Visualization, Modeling, Debugging, Probability, Statistics, Statistical Testing, Deep Learning, Fine-tuning.

    SRM Institute of Science and TechnologyChennai, India Bachelor of Technology in Computer Science, GPA: 4.0/4.0 June 2019-May 2023 Relevant Coursework: Data Mining and Analysis, Artificial Intelligence, Advanced Programming Practice.

    Work Experience

    Kintsugi Global Inc. Los Angeles, CA NLP Researcher/AI EngineerMay 2024-Present

    University of Southern California Los Angeles, CA Teaching Assistant (Course Producer) Jan 2024-Present

    Keck School of Medicine, USC Los Angeles, CA Research Assistant Nov 2023-Present

    Siksti Technologies Bengaluru, India Machine Learning EngineerJan 2023-Sept 2023

    Publications

    Predicting Agricultural Yield by Integrating Remote Sensing [link] (Jan 2023-May 2023)

    Research work: Blockchain-based Food Supply Chain [link] (Aug 2021-Nov 2021)

    Skills and Interests

    Leadership and Involvement

    GRIDS, USCLos Angeles, CA Tech Team Board MemberAug 2023-Present

    Achievements and Certifications

    My Hobby

    Exploring the wonders of nature has always been my passion. From the lush forests to the towering mountains and serene coastlines, there's something truly magical about immersing oneself in the beauty of the natural world. Every journey outdoors brings a sense of wonder and excitement, igniting my curiosity and inspiring me to capture the essence of each moment through photography.

    Bryce Canyon National Park
    Bryce Canyon National Park
    Bryce Canyon National Park
    Bryce Canyon National Park
    Bryce Canyon National Park
    Bryce Canyon National Park

    Exploring National Parks

    • Landscape Photography, Nature, Adventure

    As an avid photographer, I love to capture the beauty of nature through my lens. Whether it's the majestic arches of Bryce Canyon National Park or the serene tranquility of hidden caves, each photograph tells a unique story and allows me to share my passion for exploration and adventure with others.

    Page Arizona
    Page Arizona
    Page Arizona
    Page Arizona

    Exploring Nature through my Lens

    • Trekking, Hiking, Peace

    As an enthusiastic photographer, I'm drawn to the captivating landscapes of Page, Arizona. From the surreal beauty of Antelope Canyon to the majestic vistas of Horseshoe Bend, each click of my camera captures the essence of this remarkable place. Additionally, I enjoy trekking through the rugged terrain and hiking along the scenic trails, immersing myself in the natural beauty and adventure of the region.