Senior Team Lead/Manager Resume Natick, MA - Hire IT People

SUMMARY

An experienced Data Scientist with managerial experience in machine learning software development environments coupled with technical skills in deep learning and machine learning, who relishes the challenge of finding new solutions to grueling problems by skillfully applying innovative thinking. A published author, with startup experience and faculty at prestigious Computer Science program.

TECHNICAL SKILLS

Deep learning: convolution neural network (CNN), recurrent neural network(RNN), LSTMs
Classification and Regression methods: k - nearest neighbors, Support Vector Machine(SVM), Binary and Multi- Class classifications
Languages and libraries: Python(PyData/SciPy stacks), MATLAB, Pandas
Frameworks: TensorFlow, Keras, PyTorch, Weka, Azure Machine Learning. AWS
Packages: NumPy, SciPy, Scikit-learn, MATLAB Toolboxes, Tableau, SQL,
Big data: Hadoop, MapReduce
Programming experience in MATLAB, C++, Python, JAVA, .NET Technologies

PROFESSIONAL EXPERIENCE

Confidential

Created image classification algorithms using TensorFlow. Trained models on terabyte of data using efficient SGD methods and momentum optimizers. Used k-fold validation techniques to achieve high accuracy.
Worked on classification models by doing rapid prototyping in Keras.
Maintained and developed machine learning algorithm: Random Forest, SVM and Logistic Regression. Improved efficiency and incorporated models into production system.
Designed algorithm for object detection by analyzing frames in continuous mode. Client used application for analysis of security camera films. Analyzed 500 images per sec to detect change using HOG algorithm.
Designed recommender systems using python and scikit-learn to increase sale side transactions by providing recommendations at check-outs. Client reported further clicks increase rate by 40% after deploying algorithm in production.
Handled terabytes of unstructured data to build a regression model to predict quality parameters for the Confidential that employed it for quality monitoring.
Developed personalized products recommendation with Machine Learning algorithms, including Collaborative filtering, to better meet the needs of existing customers and acquire new customers

Engineering Manager - Data Science

Confidential

Built regression models for bug predictions that helped organization to direct process and better utilization of resources.
Implemented regression models using GD algorithm. Ran validation and cross-validation experiment to improve accuracy
Implemented Confidential Big Data program by accomplishing BigData/Hadoop integration with MATLAB product family by designing product and test strategy
Established infrastructure to support data analysis product including hardware, software and establishment of data flow pipelines.
Delivered application to DevOps using Spark and to minimize machine error using Spark log analysis
Implemented Confidential Big Data program by accomplishing BigData/Hadoop integration with MATLAB product family by designing product and test strategy
Partnered with other managers, Release Engineering, Development, Performance and Security teams for prioritizing test issue and for modernization of test infrastructure

Senior Team Lead/Manager

Confidential, Natick, MA

In this highly technical and hands-on coding role, I mentored engineers and provided leadership for effective API level testing of products. Established qualification matrix, identified and implemented advanced software testing techniques using object oriented technologies, to find the product issues early in the development cycle. Wrote automated tools to test MATLAB interface to .NET technologies using C#. Participated in Agile development process and implemented process for better coordination between engineering and test teams.

Software Engineer

Confidential, Natick, MA

Developed test strategies for integration of legacy code base. Wrote automated test in C++ and enhanced test framework. Used JUnit to perform ‘white box’ testing on java code base.

Software Tool Engineer

Confidential, Dallas, TX

Implemented numerical algorithm for hand held, class room teaching software product based on OMAP architecture that enabled TI calculators to work with wireless protocols. Used HP Quality Center (Test Director) and QTP to test software. Also managed offshore testing teams.

Confidential

Software Engineer

Automated testing and tracked defects using Mercury Test Director.

Computer Associate

Confidential

Software Engineer

Added feature to Unicentre TNG Asset Management Utility using C++

Confidential

Software Engineer

Improved RADOS (Radiology Operating Software) by providing library interface.

We provide IT Staff Augmentation Services!

Senior Team Lead/manager Resume

Natick, MA

We'd love your feedback!

Resume Categories

Client Services

Job Seekers

Visa Sponsorship