Experience
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.
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.
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.