Profile
Hey, I am Ronak. Welcome to my website :)
Experiences
- Programmed a Plant Disease Classification application using Python, Tensorflow and Keras helping the organization identify possible deficiencies in cannabis leaves with about 95% accuracy
- Implemented a machine learning model for predicting paint material and repair cost of an oncoming vehicle at the mechanic shop with 82% accuracy
- Performed EDA, data cleaning, feature engineering, unleashing the power of ensemble learning with more than 90% accuracy and hosted the streamlit live web app on Heroku
- Participated in code reviews, making improvements to enhance code quality in an Agile/Scrum environment to deliver project milestones on time
- Collaborated in the design and implementation of robust integration solutions, ensuring adherence to coding standards and best practices
- Added various features in existing Hospital Information System utilizing Flask, SQLite, HTML, CSS
- Utilized Python to develop and maintain REST APIs, integrating data formats such as JSON for seamless communications
- Demonstrated meticulous attention to detail with exceptional documentation skills to facilitate seamless collaboration with the team members
- Spearheaded development of MySQL to Clickhouse database migration application boosting query performance by 250 times using CDC tool Debezium, Spring Boot and Kafka
- Designed RESTful API solutions for the payments department using Flask, Spring Boot, monitoring scripts and cron jobs thereby incorporating feedback and new features into the tech infrastructure
- Automated crawled data deletion tasks from data stored in the pipeline based on a CSV condition file stored in S3 bucket enhancing efficiency and eliminating manual redundancy
- Coordinated in machine learning model build process using Python to provide personalized recommendations for products based on customers’ shopping history fulfilling business requirements and exceeding client’s expectations
- Delivered REST API collections with Python, Flask, Postman using Square’s Open API internally for extracting transactions and refunds in specific format, storing them into S3 buckets thereby boosting and streamlining client’s query process
- Learned the fundamental knowledge of core web principals, HTTP and web servers