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Big data application of Machine Learning concepts for sentiment classification of US Airlines tweets. The focus is on the usage of pyspark libraries (ml-lib) on big data to solve a problem using Machine Learning algorithms and not about the choice of algorithm used in the ML model creation. It also involves data pre-processing using NLP techniques, cross-validation and parameter-grid builder.

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big-data databricks-notebooks ml-pipelines pyspark-mllib twitter-sentiment-analysis

big_data_project_us-airlines_tweet_processing_and_analysis's Introduction

Hi, Myself Yash ๐Ÿ‘‹

  • Automation Enthusiast ๐ŸŒŸ
  • RPA (Robotic Process Automation) Practioner ๐Ÿค–
  • AI and DevOps Aspirant ๐Ÿš€

Who am I?

I am someone who likes to interact with multiple technologies and to be a key player in the midst of all the critical tasks that are being handled in projects. My conviction is that we can work, practice, and update our knowledge on our own, but the true essence of shaping a good career only comes through problem-solving at an industrial stage of projects. My work on GitHub are simply my experiments to understand the technologies of my interests.

My Skillset

  • Languages: Java, Python, Shell script, JavaScript, HTML, CSS, Bootstrap, C#, JSON, XML, SQL, Git
  • Technologies & Tools: Ui-Path, MySQL, Redis, MongoDB, Docker, Spring Boot, Express-js, Node-js, AJAX-jQuery, Eclipse, Postman, Git, Virtual Box, Intellibot, Automation Anywhere, Databricks cluster, Google-Colab, PySpark ML-lib, ServiceNow APIs, Py-torch, Jira, GitHub
  • Technical Aspects: Object-Oriented Programming, Web-services, Microservices, Containerization, Virtualization, Neural Net, Big-data, REST APIs, RPA, RE-Framework (Ui-Path), IQ-bots, Meta-bots, Artificial-Intelligence

My 2 cents on Automation ๐Ÿ˜„


It not that simple, like some piece of cake. You will only have dimples, until you start to bake.

There is a lot of work for automation's sake. Don't forget the ones who built it without break. Because its automation's job to make, make & make. But it only exists for humans to take.

โ€” Yash (Relax, didn't borrow it from GPT ๐Ÿ˜‰:)

Iโ€™m currently working on ๐Ÿ”ญ

  • Jobs๐Ÿ’ผ - I am looking for roles in the domain of RPA as well as software development, backend is my favourite
  • Learning๐ŸŒฑ - Good frameworks for web-dev and trying different applications of AI/ML
  • Personal projects๐Ÿ“• - Something magical is brewing in my brain๐Ÿง  regarding a music application ๐ŸŽต๐ŸŽป๐ŸŽน and a cool DSA project๐Ÿ’ก

Education

Institutions Achievements
University of Texas at Dallas Master of Science in Computer Science (Specialization - Intelligent Systems)
Vellore Institute of Technology Bachelor of Technology in Computer Science and Engineering

Where did I work?

Organization Position/Role
Dechert LLP RPA Developer - Enterprise Applications Team
Tata Consultancy Services (TCS) Systems Engineer - RPA (Robotic Process Automation) Team
Poly (now acquired by HP - Hewlett Packard) RPA (Robotic Process Automation) Intern - Enterprise Application Team
Tata Consultancy Services (TCS) Software Developement (Microservices) Intern - Backend and API Team

How to reach me ๐Ÿ“ž

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