Senior Software Engineer Resume San Diego, CA - Hire IT People

PROFESSIONAL SUMMARY:

Senior Engineer with specialization in Data Science/ Deep Learning, and emphasis on Deep Neural Networks, Hyperparameter Tuning, Structuring Machine Learning Projects, Convolutional Neural Networks and Sequence Models.

TECHNICAL SKILLS:

Python
Numpy
Pandas matplotlib
Tensor Flow
Keras
Data Science
Deep Learning
Deep Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Data Visualization
Optimizations
Regularizations
Data Normalizations
Hyperparameter Tuning. YOLO
LSTMs
GRUs
Attention models

PROFESSIONAL EXPERIENCE:

Senior Software Engineer

Confidential, San Diego, CA

Responsibilities:

Involved in researching and creating models for various deep learning tasks - Deep Neural networks, Convolutional Neural Networks, and Recurrent Neural Networks.
Worked on determining and forecasting usage of memory blocks on ASICs for memory optimization using Deep neural networks.
Implemented models through transfer learning methods as well as from scratch.
Employed Hyperparameter tuning to enhance speed and accuracy of the models.
Researched and used latest techniques for Machine Learning tasks Optimization, Normalization, Regularization, etc.
Designed computation graphs based on latest research findings.
Worked on various Computer Vision tasks - Used networks like ResNets and Inception.
Created sequence models for NLP and Speech Recognition tasks.

Senior Integration Engineer

Confidential, San Diego, CA

Responsibilities:

Responsible for requirements handling.
Integration and scripting using Python
Phone UI feature configuration and integration
Coordinating with the program managers, product managers, global development team, software development teams and product customization teams

Configuration Manager

Confidential, San Diego, CA

Responsibilities:

Automating challenging problems (mostly PERL, Python and UNIX shell scripts).
Developing and maintaining web-sites for training of new hires, and contributing to FAQ's on a regular basis.
Defining newer and effective ways of working.
Maintain the different installations of the tool doing back-ups, patching and such other administration activities.
Managing DCM (Distributed Change Management) activities. This feature of the tool actually helps multisite collaboration effectively.
Suggesting and documenting procedures for various activities under the umbrella of configuration management
Fine tuning Informix parameters for optimum performance.
Creating Informix Dynamic Server Instances for effective load balancing of the databases.
Regularly interacting with users and Build managers for feedback on improvising methods of working.

Software Engineer/ Software Configuration Manager

Confidential

Responsibilities:

First hand technical support for issues faced in configuration management with CONTINUUS
Maintaining the different installations of the tool doing back-ups and such other administration activities
Ongoing Build management activities
Writing UNIX shell scripts and PERL scripts for automation of these activities
Managing DCM (Distributed Change Management) activities
Provide training to users on various aspects of the tool.
Defining methods and procedures for Requirements Management within the SDLC.
Defining methods for tracking requirements throughout the life cycle of a project

Confidential

Student Intern

Responsibilities:

Worked on building a Character Recognition System for identifying hand-written numbers on a postal envelope.
Employed Artificial Neural Networks for the implementation.

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Senior Software Engineer Resume

San Diego, CA

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