IIT, IBM and Boeing Certified Engineer with over 10+ years of rich and versatile experience, who loves story telling and connected it to say through the data, in the last 5+ years I was continuously challenged by Data Mi…
IIT, IBM and Boeing Certified Engineer with over 10+ years of rich and versatile experience, who loves story telling and connected it to say through the data, in the last 5+ years I was continuously challenged by Data Mining and Machine learning projects which delivered successfully and my current adventure is going on AI. I believe in a brick by brick process to construct anything till massive by using Data science, Machine learning, computer vision and AI to builda great data science products thatserves people and nature.
As a Data Scientist i deal with data preprocessing, EDA, modelling and prediction, computer vision using satellite images, and oil&gas related projects, and several other experience that i have in data science in similar projects
<p>Based on meteorology data and large size satellite images<br>
Built a model that enables detection of methane gas in the atmosphere generated by oil and gas industries<br>
Research and development based on different types of satellites and methods</p>
<p>Built several models that enables detection of several crops in the states of USA<br>
Performed sugarcane, soyabean and corn crops data analysis<br>
Large size satellite image data processing<br>
NDVI calculation<br>
Mapping<br>
Prediction and reprojection of tiles<br>
Research and development on different types of satellites and methods</p>
<p>Optimization of trading refined products globally</p>
<p>Applied machine learning methods to predict failures of target systems based on business need, system complexity, data availability and technology evolution<br>
Tested and modelled on 132 flights<br>
Segregated behavior of healthy and faulty events using QAR data</p>
<p>Diagnostics and prognostics<br>
Data cleaning<br>
Exploratory data analysis for feature selections<br>
Applied machine learning methods to predict cycles<br>
Preventive action measurement</p>
<p>Created dashboards using Tableau to identify parts failing frequently<br>
Performed data cleaning using data wrangling techniques, Python, NumPy and Pandas<br>
Created dashboards in Tableau<br>
Built a classification model to predict chassis part failures<br>
Used ensemble methods to achieve the best results<br>
Analyzed the data in Tableau</p>
<p>Predicted spare parts sales of service centers<br>
Identified important features by using correlation methods<br>
Developed a regression model to predict spare parts sales<br>
Used Random Forest Regressor with grid search to achieve the best results<br>
Analyzed the current sales and predicted sales in Tableau</p>
<p>Worked on engineering structured designed parts to reduce their weight on the aircraft</p>
<p>Understanding the live project requirements and modifying models for the projects using Python<br>
Generating aerodynamic flight data through programmed instrument in the prototype and analyzing the data for the required outputs<br>
Showing the results of the data via plots and graphs to the clients using Matplotlib<br>
Performed mathematical calculations while collecting and processing the data</p>
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