Vanaja Reddy

Master of Science & Computer science

2022 - 2023

Kent state university - GPA 4/4

Bachelor of Technology & Electronics & communication

2010 - 2014

RGUKT-APIIIT Nuzvid, India- GPA 9.41/10

Graduate software Engineer

2020 - 2021

Meeami Technologies, Hyd , India

• Explored Neural Network architecture and implementing Neural network layers in C to port or deploy Pytorch ML models on target platform
• Worked on Tensorflow Model quantization : Quantizing the FP32 model to Int8 using Tflite for model reduction with less precision loss
• Explored performance enhancement techniques of machine learning + dsp based speech processing
• Understanding CUDA architecture and worked on CUDA porting & optimization of machine learning model
• Worked on Python Scripts to extract the AI model Layer's weights to convert models in C

Machine learning Engineer -intern

2019 - 2020

Meeami Technologies, Hyd, India

• Worked on noise suppression using ML and DL (kind of speech separation- which eliminates background noise)
• Research in speech separation & supported to build pytorch model (CNN) for noise cancellation
• Porting the Complex pytorch ML models into C/C++ to obtain faster inference and model size reduction. Implemented fusion operations to boost up the model inference execution
• Profiled the ML models(Python and C) on ARM platforms
• Involved in real-time testing & analysis of different machine learning models to get optimal model
• Worked on projects involving Machine learning libraries like NumPy , pandas and matplotlib