Welcome to my portfolio! I'm pursuing an M.Sc. in Big Data Analytics at RKMVERI.
I'm passionate about Machine Learning, Deep Learning, and Data Science, with hands-on experience in Python, PyTorch, and Apache Spark.
Explore my academic and project journey here!
I'm Avirup Das, currently pursuing an M.Sc. in Big Data Analytics at RKMVERI. I have a strong passion for Machine Learning, Deep Learning, and Computer Vision, and I enjoy applying these technologies to solve real-world problems. My academic journey has equipped me with hands-on experience in tools like Python, PyTorch, Apache Spark, and Power BI.
I'm a curious learner who believes in continuous growth through experimentation and projects. Outside the world of code and algorithms, I love reading storybooks, watching movies, and playing cricket. I'm always eager to collaborate on innovative and impactful ideas with like-minded individuals.
Python, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn
PyTorch, CNNs, RNNs, SVM, Decision Trees, Ensemble Methods
Apache Spark, Hadoop, HDFS, PySpark
Power BI, Matplotlib, Seaborn
Jupyter, Colab, Git, Linux (WSL), VS Code
Ramakrishna Mission Vivekananda Educational and Research Institute (RKMVERI)
Ramakrishna Mission Residential College (Autonomous)
A C Institution
Developed a CNN-based classifier using chest X-ray images to detect pneumonia. Compared performance with MLP and evaluated using multiple metrics.
Applied regression techniques including Ridge, Lasso, ElasticNet, and Gradient Descent to predict the Consumer Price Index (CPI) using real economic data.
Developed a touchless volume control application, a virtual calculator, and a virtual canvas integrated with AI.
Trained MLP and CNN models on RAVDESS & SAVEE datasets to classify human emotions from voice. Performed augmentation and cross-experiment comparison.
FLAME University, Pune
Chegg India
Email: avirupdas221@gmail.com
Phone: +91 9641420946
Location: Kolkata, India