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Final Year at Symbiosis Institute of Technology | Experience in Gen AI, ML, Deep Learning, Computer Vision, NLP
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Symbiosis Institute of Technology (SIT)
Data Scientist
June 21, 2026 – Present
Ransomware-Detection-using-Machine-Learning
November 11, 2024 – November 11, 2024
This repository presents a machine learning-based approach to ransomware detection, utilizing the CICIDS 2017 dataset.
View Projectransomware-ids
September 3, 2024 – September 14, 2024
This repository proposes an advanced IDS for real-time ransomware detection based on ransomware classification, and prevention using machine learning and network traffic analysis.
View ProjectTraining-Mario-using-RL
April 16, 2024 – May 7, 2024
Training-Mario-using-RL — GitHub repository
View ProjectPredicting-Stages-of-Osteoarthritis
March 19, 2024 – June 4, 2024
Predicting-Stages-of-Osteoarthritis — GitHub repository
View ProjectWind-Turbine-Predictive-Maintenance-based-on-Gear-Oil-Temperature
December 6, 2023 – December 6, 2023
Wind-Turbine-Predictive-Maintenance-based-on-Gear-Oil-Temperature — GitHub repository
View ProjectUrban-Land-Cover-Prediction
April 26, 2023 – April 26, 2023
Urban-Land-Cover-Prediction — GitHub repository
View ProjectUrban-Land-Cover-Prediction
April 26, 2023 – July 11, 2023
Urban-Land-Cover-Prediction — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a strong focus on Machine Learning and Data Science, which aligns with the target role. However, the projects are all personal and lack diversity in team collaboration or real-world business impact. The single listed work experience is current and started in the future (2026), which is inconsistent and suggests a lack of professional experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric or English test scores are available, and project descriptions are brief.