Staff Data Scientist
Pune, Maharashtra
rahulmisal27@gmail.com
About me
Being a Staff Data Scientist, I have 5 years of experience in Machine learning and data science. I enjoy solving large, complex data problems and also enjoy the process of building and determining a solution.
Skills
Data Science, Big Data
Manual/Automation Software Testing
Quantum Computing
Software/Web development
Robotics, IOT
Programming Languages
Python
Java
SQL
Certifications
• Applied Intelligence Program for Data Scientist from Datacamp(150+ hours of training containing many certificaions)Databases known:
SQL
RDBMS
Mongo DB
Cloud services :
AWS
Azure ML Studio
IBM Watson
Operating system:
Linux
Microsoft Windows OS
Hobbies
Learning new things/Technologies
Reading Books
Listening music
Languages
English
Hindi
Marathi
Extra Extra Carricular Activies
Represented class for three years by successfully organizing many cultural and academic activities.
Participation in sports like karate, athletics at district level.
College Projects
I have been listening daily about the second Covid wave in India and experiencing the fear on people’s minds for this wave. The media is bombarding us with daily new high case count and there is a total negative sentiment all around us. All this thing left me thinking that is this second wave is really that bad? Is this media hype? or is this something we should worry about the most? To answer those questions, I thought, let’s look at the data and make the decision.
• Having good understanding of Statistical Analysis, Inference, Testing and many other statistical methods.
• Having 3+ years of Hands on Experience on Numpy, Pandas, Matplolib, Seaborn, Scikit-learn and many other Machine Learning libraries.
• Worked on Problems like Classification, Regression, dimensionality reduction , clustering and ensemble methods.
• Having hands on experience on Artificial Neural Network, Convolutional Neural Network, Recurrent Neural Network using Tensorflow and Keras deep learning libraries.
• Having working experience on Big data tools like HDFS(Hadoop distributed file system), Apache Spark frameworks, Apache Zookeeper and Apache Hive.
• Having good working experience on Natural language processing (NLP) problems and Used libraries like, NLTK and Spacy.
• Applied Tableau, Orange for data preparation and visualization and Anaconda for ML algorithm implementation.
• Having good working experience on Cloud solutions like AWS Sagemaker, Microsoft Azure ML Studio and IBM Watson.
• Having basic understanding of Quantum Computing using Qiskit Aqua .
• 1 year of experience in delivering Client testing requirement by doing manual as well as automation testing using tools like HP ALM, UFT, Selenium, Cucumber, Apache Jmeter and Tosca.
• Responsible for test planning, test preparation, test execution and test closure for many different projects.
• Familiar with Software Development Lifecycle as well as Software Testing Lifecycle with its different methodologies.
Yashwantrao Chavan Institute of Science, Satara
This is Flask based data analytic website which is developed considering the problems in the Agriculture sector. It is deployed on domain Agriculturedata.in
The website contains features like:
• Agriculture Market price prediction
• Plotting market prices data on India’s map for 20 years on day to day basis.
• Visualizing the time series data of market prices.
• Developed a predicting model for customer churn probability.
• Ensemble methods based machine learning model implemented.
• Also designed Artificial Neural Network based model.
• Model Accuracy: 96%.
• Developed a model for Classification of disease infected images into 38 categories.
• Convolution neural network were used for the prediction.
• Data set contains 42000 images with 38 different disease categories.
• Model Accuracy: 99%.
• Developed a model for Pomegranate market prices prediction for 439 markets all over the India.
• Time series based models like SARIMA, ARIMA were implemented.
• Recurrent Neural Network based models also developed.