About

Japkeerat Singh is an accomplished MLOps Engineer and Data Scientist with over three years of experience in developing data-centric applications. With his expertise in Python, MLOps, Snowflake, Apache Airflow, Kafka, XGBoost, Optuna, FastAPI, and AWS Sagemaker, he helps companies save significant amounts of money by building custom and efficient MLOps processes. Japkeerat has a proven track record of delivering outstanding results for his clients. He increased the dataset size by 4-6 times for BlueOptima using Synthetic Data Generation and Augmentation techniques and formulated multiple ML models. He achieved a new high of 70%+ accuracy for several use cases using Semi-Supervised Learning Techniques. He formalized an AI Ecosystem for Krishify, resulting in an indirect cost saving of millions of rupees per year spent on Engineering Resources and Manpower. He also productionized multiple Machine Learning Models using Sagemaker and other AWS Services and built a persona of Krishify users from their activities on the app to identify better user groups for targeted advertisements. Japkeerat has a postgraduate diploma in Machine Learning and Artificial Intelligence from IIIT Bangalore and a Bachelor of Engineering in Electronics and Computer Engineering from Thapar University. He has worked with BlueOptima as a Graduate Machine Learning Data Engineer and Machine Learning Data Engineer, where he researched Synthetic Vulnerability Injection Techniques and increased vulnerability dataset size by 4-6 times for six different programming languages. He also developed ETL pipelines to source data from multiple git clients on repositories reported as containing a vulnerability and engineered a data pipeline to collect data from multiple non-git clients. Japkeerat's tech stack includes Data Engineering, ML, Snowflake, AWS, Data Scientist, Research Scientist, Supervised Learning, Sagemaker, Python, XGBoost, Kafka, Deep Learning, Keras, ETL, Scikit, AI, Apache Airflow, Docker, SQL, Random Forest, and Neural Networks. He is a highly motivated and detail-oriented professional with excellent communication and interpersonal skills. Japkeerat is always looking for new challenges and opportunities to learn and grow in his field.