About

Karan is a highly skilled Machine Learning Engineer with over 9 years of relevant experience in the field. He is currently working at Instagram, where he is responsible for developing and implementing machine learning models to improve user experience. In his previous role as Lead Member Of Technical Staff at Athena Health, Karan worked on developing machine learning models for computer-assisted medical coding. He was responsible for researching and developing models to predict procedure and diagnosis codes from patient encounter charts. He also worked on computer vision-based entity extraction from scanned documents, localizing MICR codes, dates, and total amounts in cheques. Karan is proficient in Python, Tensorflow, and YOLO. As Lead Computer Scientist at Sigtuple, Karan designed and developed computer vision-based pipelines for tracking and counting cells from microscopic videos for reporting screening metrics for male fertility analysis. He also developed evaluation pipelines for machine learning models and algorithms and revamped existing in-house deep learning training pipeline for optimal usage. Karan is proficient in Python, OpenCV, and Tensorflow. Karan holds a Bachelor's degree in Instrumentation and Control from the National Institute of Technology, Tiruchirappalli. He is proficient in a wide range of technologies, including ML, Python, Computer Vision, Tensorflow, C, Deep Learning, NLP, Software Engineer, Research Scientist, OpenCV, Naive Bayes, ResNet, SVM, Object detection, Keras, Ansible, AI, CNN, Object Detection, Scikit, Data Scientist, Pandas, MongoDB, iOS, and Mobile. Overall, Karan is a highly skilled and experienced Machine Learning Engineer with a proven track record of success in developing and implementing machine learning models. He is passionate about using his skills to improve user experience and is always looking for new challenges to tackle.