RMROHIT MALIK
@rohitmalik
Data Scientist at PhotoGauge India Pvt. Ltd.
Chennai, India
Rohit Malik is a Data Scientist with 2+ years of experience in Computer Vision, Machine Learning, and Deep Learning model implementation. He is proficient in frameworks like TensorFlow, Keras, and PyTorch, and skilled in training and tuning deep learning models using GPUs. His expertise includes object detection, instance segmentation, and utilizing tools like OpenCV and LabelMe for robust code development.
Experience
Data Scientist
PhotoGauge India Pvt. Ltd.
Responsible for research and implementation of Computer Vision, Machine Learning, and Deep Learning models. Experience includes training, testing, and tuning deep learning models with GPU, and writing clean, robust code. Proficient in using image annotation tools (LabelMe, Coco annotator) and open-source 3D computer software toolsets.
Project Intern (M.Tech Project)
Corteva Agriscience
Implemented Hyperband algorithm and parallelized it using Asynchronous Successive Halving to optimize hyperparameters. Optimized deep CNNs for image classification (CIFAR-10 & CIFAR-100) and optimized U-NET for image segmentation.
Project Intern (M.Tech Course Work)
Corteva Agriscience
Developed a supervised machine learning model for land cover classification. Performed exploratory Data Analysis and applied feature engineering techniques (PCA, ICA). Implemented classification algorithms including Support Vector Machine, XGBoost, and Random Forest.
Education
Indian Institute of Technology, Madras
M.Tech
Industrial Mathematics and Scientific Computing
St. Longowal Institute of Engineering & Technology, Punjab
M.Sc.
Mathematics
Chaudhary Charan Singh University
B.Sc.
Mathematics