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voice-ai-pipeline
March 31, 2026 – Present
End-to-end voice agent pipeline that achieves sub-1-second end-to-end latency through architectural parallelism, making it suitable for interactive voice AI applications.
View Projecttransformer-word-prediction
April 21, 2025 – April 21, 2025
transformer-word-prediction — GitHub repository
View ProjectCBOW_Training
April 21, 2025 – April 21, 2025
This project implements a Continuous Bag of Words (CBOW) model for learning word embeddings from a tokenized text corpus, enhanced with position-dependent weighting strategies to improve performance.
View ProjectMATLAB-ImageProcessing-Pixel_wise_operations
October 17, 2024 – October 17, 2024
MATLAB-ImageProcessing-Pixel_wise_operations — GitHub repository
View ProjectJava-VehicleTaxSystem
October 6, 2024 – October 16, 2024
Java-VehicleTaxSystem — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, indicating a foundational interest in various technical areas including AI/ML. However, the lack of professional experience or team-based projects makes it difficult to assess cultural fit for a collaborative Data Scientist role. The diversity of projects (MATLAB image processing, Java tax system) suggests a broad technical curiosity but also a potential lack of focused depth in data science specifically.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.