I am a researcher and software developer specializing in Computer Vision, Deep Neural Networks, Natural Language Processing & Data Science with strong critical thinking and problem solving skills. I can help to bring your idea or dream into reality from technical writing of the project to the fully deployed app on cloud, I can manage, consult and build your dream.
→ I believe in understanding and solving customer problems, also suggesting viable solutions to their problems which can save their money.
→ Learning new technologies and implementing them is an essential skill in this era of developments. I have worked on a wide variety of projects that involved practical use of different technology stacks.
I can help you for the following:
• preparation of dataset
• data preprocessing
• data exploration
• data visualization
• Model formation / Prediction
• Building an App for the practical use of model
• Deploying the model / App on cloud services (Google, Heroku, AWS)
Professional Experience:
Following are some of my projects related to the field of Machine Learning and DataScience:
• Document classification Algorithm using scanned copy of documents. I used Convolution Neural networks and python for this project.
• Natural Language Processing algorithm for semantic analysis of certain textual data. I used NLTK and LSTM (Long short term memory networks).
• I used Convolutional neural network, Ensemble algorithms like XGBOOST, Support Vector Machine for identifying abnormal behavior in a large traffic dataset.
• Anomaly detection from a time series data using unsupervised learning algorithm.
• Face detection Angular application using AWS Face Rekognition API.
Technology Stack:
• Programming Languages: Python, MATLAB, javascript
• Database:
◦ SQL (MYSQL, Postgres, sqllite3)
◦ NoSQL ( MongoDB, Dynamodb, cloud datastore )
• Data Analysis: Numpy, Pandas, Matplotlib, seaborn, hvplot
• Machine Learning: Scikit-Learn, Keras, Tensorflow, PyTorch
• NLP: NLTK, Spacy.
• Crawling: Scrapy, Beautiful Soup
• Web: Flask, Django, NodeJS.
• DevOps: Git, Docker, Kubernetes, Jenkins
To summarize, AI is my passion, AI projects fascinates me, every new project brings a challenge and that’s what I love most about AI projects. If you want to convert your idea into reality then contact me let’s do it together!