ascoolakash Goto Github PK

I'm a Data Scientist Practitioner, Machine Learning Engineer and Researcher who likes to solve business problems. I've keen interest in client handling, business improvement, and statistics. I used to work with issues related to predictive modelling, personalization and recommendation systems. I have vast knowledge of machine learning algorithms which helps me choose the best approach. Apart from that, I enjoy travelling, meeting new people, cooking food, and I am a trained flute player.

Easy Dash - A dashboard to visualize the dataset (like patient-ventilator control data) and create ANN and IANN models using different types of optimizers like PSO, SGD, ADAM.

Tech Stack: Tensorflow, Python Dash, Flask, Pytorch, Heroku, AWS.

COVAT - The main objective of our COVAT project is to come up with a knowledge graph for tracking the covid-19 vaccine update. These updates can help researchers with a better understanding of effective cataloging of various in trial vaccines and their related use of launched vaccines. Knowledge graph created by extracting data from the U.S. Nation Library of Medicine.

Tech Stack: Tensorflow, Spacy, NLTK, ReExp

Programming Languages: Python, SQL, R, PL SQL, Java, C, C++, Shell Script, Scala, JavaScript, SAS, MATLAB

ETL & Frameworks: Python dash, OpenCV, Selenium, ReactJS, ExpressJs, Redis, Spark, Scikit-Learn, Pandas, Numpy, Keras, Tensorflow, PyTorch, NLTK, Spacy, ReExp, StanfordcoreNLP, BeautifulSoap, Minidom, Networkx, Neo4j, Jupyter Notebook

VCS: SVN, TFS, GitHub, Jenkins, Jira

Big Data: Hadoop, Hive, MongoDB

Visualization Tools: weka, Tableau, Power BI, Excel, Microsoft Access, Matplotlib, seaborn, Plotly

Cloud Technology: AWS, Microsoft Azure, GCP, Docker, Bitbucket

Databases: MySql, Oracle 11g, MS SQL Server, PostgreSQL, OBIEE

Performance Tuning: Explain plan, indexing, hint, AWR report, YJT

Statistical method: Hypothesis testing, confidence interval, percentile & IQR, ANOVA Test

• 🌱 I’m currently learning about Machine Learning Infrastructure and System Design case studies.

• 👯 I’m looking to collaborate on projects related to recommendation system, predictive modeling, personaliztaion and natural langauage processing.

• 📫 How to reach me: [email protected]