
Nirmai Aloori
Development
Telangana, India
Skills
Machine Learning (ML)
About
NIRMAI ALOORI's skills align with IT R&D Professionals (Information and Communication Technology). NIRMAI also has skills associated with System Developers and Analysts (Information and Communication Technology). NIRMAI ALOORI appears to be an entry-level candidate, with 21 months of experience.
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Work Experience
RESEARCH ENGINEER
BLAIZE NEW COMPUTING TECHNOLOGIES INDIA PRIVATE
July 2022 - Present
- The responsibility includes data visualization, model compression and model quantization, model optimization, maintaining quality assurance using nosetests. • Designed and implemented interactive weight distribution visualizations using visualization tools like Bokeh, matplotlib, providing a detailed view of model parameters and aiding in model analysis. • Implemented Knowledge distillation techniques for reducing model inference time for YOLO Models. • Implemented Cross-Layer Equalization Technique for Enhanced Model Performance on ML Models. • Implemented Torch2.0 Optimizations and Compiler Features For Enhanced Model Inference and Training. • Designed, Implemented the Auto Mixed Precision Algorithm. Explored and experimented with various loss functions and reduced the inference time by maintaining model accuracy. • Developed Comprehensive Test Suits using Nose Tests for Robust Software Quality Assurance. • Addressed Customer Issues, Developed Helper files for YoloV8 and resolved Torch Cuda Compatibility Challenges. • Technologies - Python, Machine Learning, Deep Learning, TensorFlow, Pytorch, ONNX, GIT, Jenkins.