Mamatha BM
@mamathabm
Data Scientist at BIOCLIQ TECHNOLOGIES PVT. LTD.
Bangalore, India
Mamatha BM is an experienced Software Developer with 8.5 years in the IT industry, including 2.5 years specializing in data science. She possesses expertise in implementing software tools from scratch and is proficient in Python. Her skills include data analysis, machine learning model building (classification, regression, clustering), and deep learning frameworks like PyTorch. She has experience working with large multinational corporations.
Experience
Data Scientist
BIOCLIQ TECHNOLOGIES PVT. LTD.
Implemented and trained chest Xray Image classification model on GPU(Oracle) for National Institutes of Health (NIH) dataset using resnet pretrained model on PyTorch deep learning framework. Implemented NLP model for sentiment analysis, used machine learning algorithm logistic regression. Implemented machine learning models for Loan Prediction Challenge.
Senior software Engineer
NUTANIX INDIA PVT., LTD
Analysed, Implemented and tested the cloud service provider verification software. Used Python.
Technical Data Analyst
INTEL INDIA PVT., LTD (from UST Global)
Implemented data report generation and visualisation tool from scratch using python and Pandas, data is collected from different sources. Data pre-processing and data cleaning is done using pandas and data is visualised using matplotlib. Implemented and tested SIP (protocol) messages syntax error checking tool using Python regular expressions. Implemented and tested the LTE(4G) test framework- RRC Connection request procedure test framework to test RRC messages using socket programming in Python.
Senior Systems Engineer
SONY INDIA SOFTWARE CENTRE
Designed and implemented APIs for IPv6 support using C programming language. Integrated APIs with existing features and validated the software on target boards.
Systems Engineer
SIEMENS INFORMATION SYSTEMS LTD
Incorporated the new features to build system software using Python for automotive projects. Responsible for bug fixing, integration testing and code reviews.
Education
IIIT Bangalore
Post Graduate Diploma in Data Science
Data Science
VTU
MTech.
Computer Science
VTU
B.Tech.
Electronics and Communications Engineering