Rakesh Kumar
Development
Karnataka, India
Skills
Data Science
About
K Rakesh Kumar's skills align with Programmers (Information and Communication Technology). K also has skills associated with Communication, Marketing and Public Relations Managers (Communication, Marketing and Public Relations). K Rakesh Kumar appears to be a low-to-mid level candidate, with 3 years of experience.
View more
Work Experience
Analyst
Data Science & Machine Learning
July 2021 - Present
- Developed a fashion-focused Visual QnA app and a reverse image search system using VectorDB and LLM. This solution streamlines pricing analysis for similar fashion items across competitor websites • Crafted a scalable, no/low-code ML Workbench for seamless end-to-end Classification and Natural Language Processing pipelines. Leveraging MLFlow, DVC and Dask on AWS EKS, this solution optimizes data workflows, amplifying operational efficiency, and empowering data-driven decision-making • Tailored Computer Vision solutions like object detection and text extraction utilizing Transformers, YOLO and OpenCV. This contributed to client initiatives aimed at promoting vendor adherence to best practices for product image quality • Built Resume Parser application by training spaCy's NER models for extracting key information with accuracy of 93%, thereby enhancing HR efficiency through the automation of the screening process • Utilized LLM technology to autonomously craft targeted advertisements by parsing brand information retrieved, enhancing campaign precision and efficiency • Saved almost 90% of manual efforts by building ETL pipeline with Dask for distributed computing and AWS services for automating the workflow. This transformation resulted in an impressive 85% reduction in runtime
Education
