Data Scientist \ Machine learning Engineer Resume Southfield, MI - Hire IT People

PROFESSIONAL SUMMARY:

4+ years of analytical experience in IT and Automation Industry.
MS with focus on advanced analytics, machine learning and deep Learning.
Proficient in collecting social data from web APIs/scraping, data cleaning and text mining.
Expertise in statistical analysis, modelling, predictive analytics and forecasting using clustering, regression, classification (Random Forest Tree, Naïve Bayes, SVM, KNN, Neural nets) algorithms.

TECHNICAL SKILLS:

Programming/Web: Python, R, C++, Java, C#, Hadoop Ecosystem, AWS, Azure, OPC UA, IOT

Software: Tableau, SAS, Weka, Power BI, Rapidminer, ggplot, ServiceNow, Excel, Git.

Database: DB2, SQL, Hive, Oracle 10g, MS ACCESS, SQL Server, Graph database.

RELATED EXPERIENCE:

Confidential, Southfield, MI

Data Scientist \ Machine learning Engineer

Responsibilities:

Predictive Modeling to detect anomalies to ensure proper installation of devices in plants using accelerometer data. Environment: Python, Weka, PyQT5, PyCharm.
Integrate internal robot with Jetson Tx2 board to add AI capabilities (Vision and path planning) in it.
Develop and deploy deep learning - based algorithms for large scale object detection and implement deep Reinforcement algorithms for automated path planning in robots. Environment: Pytorch, GPU-Jetson TX2, OPENCV, Deep Reinforcement Learning(DRQN) with LSTM, C++, ROS, Linux, Scrum
Enhance analytical capabilities in PTC Thingsworx for predictive maintenance of devices in plants.
Analyze aftersales customer feedback to get their sentiments using text mining and visualize trends.
Collaborate with cross-functional teams to find areas that can be improved on and communicate findings to add values to business.

Confidential

Software Engineer\Data Analyst

Responsibilities:

Implemented dashboards, analytics, time charts, key indicators, scorecards in Servicenow to anticipate trends, to prioritize resources, to identify areas where automation or self-service can be added and to find areas of performance improvement.
Enhanced Workflows for change management and optimized priority calculation algorithms.
Worked with ServiceNow COE team to do research and development in ServiceNow module for IT Management and build applications to simplify process.
Customized performance analytical module to put the power of data in the hands of the stakeholders and subject matter experts, owners, and executives.
Developed multiple POCs that were highly appreciated by the clients.
Built the Event Reviewer Application which improved the process of RCA of incidents.
Followed the scrum process and migrated updates to production instances based on our monthly release schedule.

Confidential, Rochester, Michigan

Graduate Teaching Assistant

Responsibilities:

Guided under-graduate students for courses including design and Analysis of Algorithm, Problem-Solving using C# and MATLAB, Database Design and Implementation.
Monitored and ensured successful completion of academic projects.
Predictive analysis for financial data of direct marketing campaign of Portuguese banking institution.
Real time object detection using YOLO network for robotics.
Robotic arm manipulation using Deep reinforcement learning.
Real time image caption generation with CNN and RNN-LSTM.
Plant Disease Identification from leaf images using convolutional neural networks.
Sentiment Analysis on topic #NetNeutrality using Twitter API and NLTK.
Missing Person Tracker in Sparta-hack using Amazon web services (S3, Lambda, Rekognition API).