About me
I’m a tech enthusiast and full-stack developer specializing in data science and machine learning. I enjoy creating impactful solutions that simplify complex problems through intuitive designs and efficient algorithms. My passion lies in building functional and user-friendly platforms, whether it's predictive models or engaging web applications. I bring a personal touch to every project, ensuring it's innovative, reliable, and tailored to user needs. From developing influencer platforms to crafting data-driven tools, I strive to merge creativity and technology to drive meaningful results and deliver exceptional user experiences.
What i'm doing
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Web development
High-quality development of sites at the professional level.
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Machine Learning
Developing intelligent systems and predictive models using advanced machine learning techniques.
Projects
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InSync-Influencer Engagement & Sponsorship Coordination Platform
Flask | VueJS | RESTAPIs | Redis| Celery | SQLite | HTML | CSS | Bootstrap
• Developed a platform connecting Sponsors with Influencers for collaboration opportunities.
• Implemented role-based access control (RBAC) for Admin, Sponsor, and Influencer roles.
• Automated daily login reminders for inactive influencers and monthly activity reports for sponsors.
• Optimized API performance by 30% using Caching to improve response time and user experience.
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CrimeCast-Forecasting Crime Categories
Python | Pandas | scikit-learn | Matplotlib | Jupyter Notebook
• Build a Classification model to predict Crime Category based on historical crime data, achieving a score surpassing 95% on the test data.
• Conducted exploratory data analysis (EDA), data preprocessing, and feature engineering to optimize model performance.
• Hyperparameter-tuned and compared multiple classification algorithms to attain the highest accuracy.
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MusicPy-Music Streaming Web Application
Flask | SQLAlchemy | SQLite | HTML | CSS | Bootstrap
• Developed a music streaming platform with multi-user authentication.
• Enabled users to register, log in, and seamlessly upgrade their accounts to become Creators.
• Hyperparameter-tuned and compared multiple classification algorithms to attain the highest accuracy.
