Badges
Certifications
Work Experience
Data Science Intern
Info• March 2023 - June 2023
• Worked on Data Wrangling and Cleaning, exploring and visualizing data to gain insights and understand its underlying patterns and relationships, Programming, and Data Manipulation using libraries and frameworks such as NumPy, Pandas, and Scikit-learn. • Learnt about various machine learning algorithms and their applications which include regression, classification, clustering, and dimensionality reduction techniques, and also about model evaluation, hyperparameter tuning, and model selection.
Data Science Intern
Ericsson• September 2022 - April 2023
• Worked on Data Annotation and Data Visualization, resulting in improved Analysis. • Proposed an idea and succeded in how to integrate an end-toend pipeline on virtual instances like FiftyOne(visualization tool) with LabelStudio and CVAT(Annotation tool) using MinIO(Data Storage tool). • Implemented the tools setup on the VM and explored on Integration of tools, Image Classification, Object Detection, Semantic Segmentation, and Label Reading. • Implemented Data Deduplication, Data Augmentation, Viewing the labeled data set on CVAT/label studio UI and evaluating it from SME point of view, Image embeddings using custom and generic models, Compute Similar and unique images, Finding Annotation mistakes, Removing redundant images, Label Studio Plugin System with MinIO, Automatic Annotation, Label Studio ML backend to integrate Label Studio with machine learning models. • Improved the data flow and storage between the Labelstudio /CVAT, Fiftyone, MinIO
Education
VIT, Chennai (Vellore Institute of Technology)
Computer Science, M.Tech• June 2018 - August 2023