Results-driven Data Analyst with a proven track record of transforming datasets into actionable insights to drive strategic decision-making. Expertise in data analytics, data science, visualization, and machine learning enables the development of innovative solutions to support organizational advancement. Eager to leverage advanced analytical skills in a dynamic environment to enhance business performance and foster data-informed strategies. Committed to continuous improvement and staying at the forefront of industry trends to deliver impactful results.
Data-driven decision making
Automated Machine Learning (AutoML) Framework with interactive user modes using streamlit
Developed an interactive AutoML framework in streamlit that enables both data scientists and non-experts to upload CSV files and process data efficiently.
Integrated libraries like autoclean for automated data preprocessing, SMOTE for class balancing, and sweetviz for automated EDA report generation and visualization.
Automated model selection, training, and prediction with results interpreted by an LLM, while storing trained models as pickle files for seamless future deployment.
Cross Model Communication Sign Language to text and speech to sign translation using Inception
Developed a deep learning model using inception to accurately translate sign language gestures into real-time text output, enhancing accessibility for the hearing-impaired.
Engineered a cross-model system enabling bidirectional communication by converting speech to sign language animations, leveraging computer vision and natural language processing techniques.
Oracle AI Vector Search Certified Professional-Validated expertise in leveraging Oracle Database vector search for high-performance, similarity-based context retrieval essential for building Retrieval-Augmented Generation (RAG) models.
Intermediate Machine Learning (Kaggle)-Successfully completed coursework in advanced ML topics including data leakage, cross-validation, XGBoost, and model optimization for robust predictive systems.