Sajal Randhar Email & Phone Number

Bengaluru, Karnataka, India

Hamburg, Germany

• Developing the complete pipeline for projects starting from data mining,model development, model performance assessment, improving modelaccuracy, creating visualizations, model conversions, to deploying thetrained model on edge devices.• Developing deep learning models in TensorFlow for various tasks such asclassification, segmentation, key-point detection, object detection etc.• Building efficient TensorFlow dataset pipelines with distributed trainingfor the above mentioned tasks.• Assess the model performance over the model development period.Also pushing for the higher model accuracy using different techniquesdepending upon the task such as better generalized datasets, thoughtfuldata augmentations, hyperparameter tuning, better loss functions etc.• Model compressions of TensorFlow trained models into Tflite modelsand Tensorrt-engines and deploy these compressed models on the edgedevices i.e Raspberry Pi and Jetson Nano.

Munich, Bavaria, Germany

•Developed models for segmentation of the floor prediction into differentcategories using U-Net based architecture developed in TensorFlow• Implemented computer vision algorithms to post-process the segmentationsinto categorical points for generating SVG files• Parsed the SVG files for linking the final predictions with a GUI based 3Dmodel

Munich, Bavaria, Germany

• Reconstructed the raw sensor data into 2D images using model-basedapproach, also took into account the responses of the sensors.• Developed algorithms to estimate Optical Flow for the reconstructedimages using FlowNET implemented in TensorFlow.• Model-Based approach performed very well compared to Back-projectionalgorithms on various accuracy metrics.

Munich Area, Germany

New Delhi Area, India

Jāmnagar Area, India

Manager , Captive Power Plant

Master'S Degree, Computational Science And Engineering

Bachelor Of Technology (B.Tech.), Mechanical Engineering, 8.00

Activities and Societies: Dhrishti Team , Cutting Edge Visionairies group member