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ravitejajasti/README.md

Hi, I'm Venkata Ravi Teja Jasti! πŸ‘‹

I'm a full stack developer and data science (AI/ML) graduate passionate about transforming tomorrow today. I worked in the industries such as Energy Trading, Software, marketing collaborating with stakeholders, understanding the business requirements and converting those requirements to business applications using technologies such as AWS/Azure/Heroku, Terraform and Python (DJANGO, DASH, Plotly, NLTK, SciPy) and maintaining them.

πŸš€ About Me

My journey in software development began with a curiosity about how code transforms into dynamic and visual designs. I started with HTML and CSS to design email templates and static web pages. Eventually, I learnt Python and its popular frameworks such as DJANGO, Flask, Pandas, Plotly, Seaborn, Zeep, NLP/ML - NLTK, pyTorch, Sci-kit Learn etc. I have used these packages/frameworks to automate repetitive tasks, interact with SOAP/Rest APIs, built custom python packages and projects like the ones mentioned below.

Web Applications

  1. Plant Nursery Ecommerce application - HEROKU CLOUD/ AWS ElasticBeanstalk, DJANGO
  2. Azency Task Management system & Chat - LLMs, HTML/CSS/JS, AJAX, DJANGO, DJANGO REST FRAMEWORK
  3. Bizfile - DJANGO and ReactJs (Intermediate)

I'm an alumni of The University of Texas at Dallas with a Masters in Business Analytics (Data Science Track). During my masters, NLP/ML and Big Data courses have piqued my interest. I have spent more than 200 hours of additional coursework in learning, and these courses were influential in my theoretical understanding of machine learning, NLP, and data science. Later, I worked on Kaggle datasets/projects ranging from marketing, finance, retail and automobile industries to build and deploy machine learning and Natural Language Processing (NLP) models. This portfolio is created to demonstrate a wide range of skills that I possess in solving and tackling Full stack development and machine learning problems. Thanks.πŸ™‚

NLP Projects

  1. Topic modeling
  2. Custom pre-processing scripts
  3. Multi-class and Multi-label classification
  4. Sentiment Analysis

ML Projects

  1. Two-class Customer churn forecasting
  2. Housing loan prediction in Azure Cloud
  3. Flight delay prediction

πŸ›  Skills

Python

Python DJANGO

SQL

Cloud

AWS Azure Heroku

Front End

ReactJs HTML CSS jQuery

Operating Systems

Linux Windows

Infrastructure

Terraform Databricks Prometheus Kubernetes

BI Tools

API

Postman DjangoREST

Certifications

  1. Python for Data Science (by Datacamp)
  2. Azure Data Scientist (by Microsoft)
  3. Alteryx ETL

Popular repositories

  1. ecommerce-2 ecommerce-2 Public

    Forked from codingforentrepreneurs/ecommerce-2

    eCommerce 2 is a step-by-step guide to creating your own custom eCommerce site using Django (v. 1.8), Bootstrap (v. 3.3), AJAX, jQuery (v. 1.11), Braintree Payments and more.

    JavaScript

  2. datatron datatron Public

    Forked from surajmbv07/datatron

    Jupyter Notebook

  3. Coinbase-Crypto-Data-Download Coinbase-Crypto-Data-Download Public

    Jupyter Notebook

  4. others others Public

    Jupyter Notebook

  5. azure-docs azure-docs Public

    Forked from MicrosoftDocs/azure-docs

    Open source documentation of Microsoft Azure

    PowerShell

  6. ravitejajasti ravitejajasti Public