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.
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.
- Plant Nursery Ecommerce application - HEROKU CLOUD/ AWS ElasticBeanstalk, DJANGO
- Azency Task Management system & Chat - LLMs, HTML/CSS/JS, AJAX, DJANGO, DJANGO REST FRAMEWORK
- 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.π
- Topic modeling
- Custom pre-processing scripts
- Multi-class and Multi-label classification
- Sentiment Analysis
- Two-class Customer churn forecasting
- Housing loan prediction in Azure Cloud
- Flight delay prediction
- Python for Data Science (by Datacamp)
- Azure Data Scientist (by Microsoft)
- Alteryx ETL