Jemin Kachhadiya

Experience

Columbus State University

Graduate Research Assistant

Sep 2022 - Present

  • Developed a cutting-edge surveillance system with real-time object classification and tracking capabilities.
  • Executed data collection for optical and infrared imagery, conducted data cleaning and performed label annotation. Trained a YOLOv8 computer vision model, achieving a mean Average Precision (mAP) score of 0.84.
  • Managed model deployment and improved GPU computing efficiency via CUDA optimization for low-power usage.
  • Built a Python API using JSON interface for seamless transmission of system responses.
  • Artemist Enterprise

    Founder

    Oct 2020 - Sep 2022

  • Built a business to sell goods on the ecommerce platforms namely Amazon, Flipkart(Walmart) and Meesho with yearly business of 1.7 Crore ₹(INR). Lead all operations including finance and 8 employees.
  • Implemented various strategies and got a boost in sales. Time management with prioritizing the business work. Data Analysis done using efficiency charts for build steps on Tableau.
  • Created an attractive brand content and product images, built strategies to get benefit of SEO and gather organic traffic on the product page. Automated the daily operations with the python.
  • Created another brand named Luxurin and got positive results in a short period.
  • Experience with sales data analysis and executing the product price based on the customer’s behavior and increased sales conversion.
  • Accenture Solution Pvt. Ltd.

    Application Development Associate

    Nov 2020 - June 2022

  • Created & implemented RPA-based web and database automation testing in an agile work environment.
  • Utilized DevOps methodologies, Automated data retrieval from Hadoop and AWS Athena within a Docker environment, seamlessly integrating data validation with Jenkins for efficient CI/CD pipelines.
  • Managed large datasets on cloud platforms, retrieved data via APIs, handled pharmaceutical inventory data, and used ETL Airflow tools for report generation on automated test results.
  • Independently developed script validation tool for non-tech team, saving over 100 hours of weekly manual effort.
  • Trained NLP model to understand the requirements and validate project fulfillment from compliance documents.
  • Skills utilized: Python, SQL, Automation, pyodbc, Java, NLTK, Jenkins, ALM, Docker, Tkinter, Flask, GCP, Data Analysis, Product development, Jira, bitbucket.
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