Hi, I'm Anurag 👋

Building digital products,

and obtaining insights from data

using deep learning

Computer Science Student at University of Florida with 3 years of professional experience in building deep learning models and web applications.

Projects

Aggre-Gator

Hackathon Winning Project! A News aggregator service which scrapes news networks for articles, and provides user with a feed. Built using Python, Flask, Celery, MongoDB, RabbitMQ, and ElasticSearch and deployed on Amazon LightSail.

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Simple Reddit

Reddit clone using Golang, Angular & MongoDB. We have used Software Engineering best practices and Agile methodologies.

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Data Science Chatbot

A chatbot named Gyan who can teach you concepts of machine learning and data science.

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Hand Gesture Recognition

A Hand Gesture Recognition App being built for Human Computer Interaction project. We are comparing hand gestures with tangible interaction to research usability, and naturalness of both interaction methods.

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Baits

Probes/Baits extraction from DNA Sequences

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Skills

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expert

3 years of professional experience. 5 years overall.

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advanced

3 years of work experience wrangling and working with data.

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advanced

3 years of work experience wrangling and working with data.

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advanced

2.5 years of work experience designing deep learning models for NLP and CV.

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advanced

2.5 years of work experience designing NLP and NLU models.

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advanced

3 years of work experience with MongoDB.

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intermediate

6 months of work experience with PostgreSQL.

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intermediate

2 years of work experience working with containers.

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intermediate

4 months of experience working on a class project.

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beginner

3 months of experience working on a class project.

Blog Posts

Hindi (Devanagari Script) Digit Recognizer using Convolutional Neural Networks

2022-02-24

Tutorial style Jupyter notebook on how to classify hindi (devanagari script) digits using Convolutional Neural Networks.

Building Keras-Dev Docker Container on arm64/aarch64 systems like M1 Macbooks

2022-02-03

I faced several problems trying to get my keras-dev docker container up and running in order to contribute to keras open-source project. I would like to prevent others from ending up wasting their time trying to solve this, so that they can dive right into the interesting stuff -- contributing to keras.

Encoding Categorical features for Machine Learning

2022-02-02

There are two common ways to encode categorical features. We can use Ordinal Encoding or we can use One Hot Encoding. Let's explore when you should use Ordinal encoding and when to use One hot encoding in this post.

Gyan - The Machine learning and Data Science FAQ Bot

2022-02-02

Gyan is a chatbot built using the open source framework Rasa, and can answer frequently asked questions about AI, Machine Learning and Data Science.

Simple Reddit - Semester long project to show Software Engineering skills

2022-02-02

Reddit clone built using Golang, Angular & MongoDB. We have used Software Engineering best practices and Agile methodologies.

All Blog Posts