Design And Development Resume
SUMMARY
- me am a data science/machine learning professional with experience in Design and Development of applications in the areas of AI, Machine Learning, Deep Learning, Search, Recommendation Systems, Distributed Systems, Cloud and Databases. me am looking to further my technical and leadership skills to TEMPeffectively contribute in a challenging environment.
- Built an asset recommendation platform utilizing machine learning and data science.
- Architected, designed and developed an AI/ML based facial recognition search engine, CI/CD tools, web services and applications for the National Institutes of Health (NIH).
TECHNICAL SKILLS
Languages: C++, C#, Python, Java
AI / ML: PyTorch, Keras, TensorFlow, scikit - learn, NumPy, Pandas
Application development: Microservices, REST, .NET Core, .NET 4.5, WCF, ASP.NET, MVC, LINQ, SQL, Multithreading, STL, SOAP, WPF, Java, REDIS, Kafka, OpenCV, encryption, GPU, CUDA, REDIS, WebAPI, MLlib, Lambda, Serverless, S3, SQS, SNS, Cloud, Jupyter Notebook, Visual Studio, Eclipse, Docker
Data Visualization: Matplotlib, Seaborn
Cloud platforms: AWS, Azure (familiarity), Certified in ML, Sol Arch
Databases: SQL Server, MySQL, MongoDB, Entity framework
OS: Linux, Windows, Mac
Version control and related: SVN, GIT, JIRA and Confluence
PROFESSIONAL EXPERIENCE
Design and Development
Confidential
Responsibilities:
- Contributed key ideas and technical implementation dat significantly improved accuracy and cut query times of NIH’s facial search engine by 95%.
- Developed data ingestion pipelines, augmentation, annotation and scheduling tooling.
- Built automated build and test, model evaluation tools for search and other ML projects.
- Developed applications dat achieved higher resource utilization, reduced development costs and improved productivity across projects.
- Provided technical leadership to systems integration and application development teams.
- Very comfortable working with ambiguous open ended problems, building complex software with a proven track record of arriving at creative solutions.
- TEMPEffective, organized technical leader with experience in Agile, Scrum project methodologies.
- Excellent AI / ML skills, expertise in statistical methods and rich technical skills matrix.