Areas of Interest

Data Science, Machine Learning, Artificial Intelligence

About me

Enthusiastic data science aspirant with a solid foundation in data analytics, machine learning, and artificial intelligence. Passionate about uncovering insights from data to drive informed decision-making. Skilled in Python, SQL, and proficient with machine learning and deep learning libraries such as TensorFlow, Scikit-Learn, and PyTorch. Experienced in building and deploying deep learning models for computer vision, natural language processing, and predictive analytics. Dedicated to continuous learning and application of new technologies in real-world scenarios. Eager to explore the potential of AI to solve complex problems and enhance user experiences.

Projects

Sales Forecasting Model: Developed a predictive model using time series analysis to forecast sales for a retail company. Customer Segmentation: Implemented clustering algorithms to segment customers based on purchasing behavior for targeted marketing strategies. Tools used include K-means and DBSCAN. Sentiment Analysis on Social Media: Created a sentiment analysis model to evaluate customer opinions on product features. Leveraged Natural Language Processing (NLP) techniques and tools like NLTK and SpaCy. Recommendation System: Built a collaborative filtering-based recommendation system to suggest products to customers based on their browsing history and purchase patterns. Credit Card Fraud Detection: Designed a classification model to detect fraudulent credit card transactions using logistic regression, decision trees, and random forests.

Contact

sudhansu2024@iisc.ac.in

sudhansukumar2556@gmail.com

7979085877