Education
10th Standard
Sudhir Memorial Institute, Kolkata
- Batch of 2015
12th Standard
Sudhir Memorial Institute, Kolkata
- Batch of 2017
B.Tech Computer Science
Siksha 'O' Anusandhan University, Bhubaneshwar
- Aug 2018 - Aug 2022
Projects
TermTube
A Minimal Interface for Youtube. Online Streaming of Videos and Music right from your terminal 🎵
- Golang
- YouTube API
- Docker
- lib-VLC
![Project 1](./assets/images/project-2.png)
MNIST-Visualize
A web app to visualize the working of a neural network for predicting handwritten digits from MNIST dataset.
- Python
- Streamlit
- TensorFlow
- Keras
![Project 3](./assets/images/project-3.png)
Covid-19 Analysis
Data Analysis on Covid-19 dataset to visualize the spread of virus all over the world by the help of charts and interactive maps.
- Python
- NumPy
- Pandas
- Plotly
![Project 3](./assets/images/project-3.png)
Technical Skills
Certificates & Training
Deep Learning Specialization
CourseraGained indepth knowledge about Deep Learning and neural network architechtures.
- Convolutional Neural Networks
- Recurrent Neural Network
- Sequence Models
- Natural Language Processing
- Transformers
- TensorFlow & Keras
Introduction to Data Science in Python
CourseraLearned various Data manipulation and cleaning techniques by the help of various Python libraries and performed statistical analysis on various datasets
- NumPy
- Pandas
Programming with Google Go Specialization
CourseraLearned about Golang - programming language, made by Google
- Fundamentals of Go
- OOPs in Go
- Garbage Collection in Go
- Concurrency & Parallelism in Go
Supervised Learning in Python with scikit-learn
DatacampGained insight on various machine learning techniques on labelled datasets and scikit-learn python library used for same
- Linear Regression
- Logistic Regression
- Hyperparameter Tuning
- Preprocessing and Pipelines
Unsupervised Learning in Python
DatacampLearned fundamentals of unsupervised learning and implemented essential algorithms using scikit-learn and scipy
- Clustering dataset for exploration
- Visualization with hierarchical clustering and t-SNE
- Decorrelating data and dimension reduction
Natural Language Processing in Python
DatacampLearned about natural language processing (NLP) basics, build your own fake news classifier. Also learned about how to use NLTK python library to solve various NLP problems
- Regular Expression & Tokenization
- Simple Topic Identification
- Named-entity Recognition
- Building a fake news classifier