At MOHSoft Technology Pvt. Limited, I develop Python-based machine learning microservices for data preprocessing, feature transformation, model inference, and prediction.
I designed and developed a data cleaning and imputation service for handling missing values and preparing datasets for downstream models. I also developed a data simulation service to generate synthetic data for testing and validation.
On MOHSaic, I contributed to an enterprise AI/ML platform for data preparation, model management, training, prediction, and analytics workflows. I developed modular services across data ingestion, profiling, cleaning, feature transformation, encoding, model registry, and prediction.
I developed image prediction functionality with image validation and preprocessing, face detection using YuNet ONNX, model inference, and prediction-result storage. I also developed REST APIs and integrated MongoDB and MinIO for workflow metadata and artifacts.
