Soham Kanti Bera

- Implemented Deep Learning models for unsupervised anomaly detection in industrial sensor signals (e.g. accelerometer, magnetometer, and audio sensor signals) using the TensorFlow Lite framework - Developed various data and signal processing pipelines, automated the process of error reduction in raw data using Python - Developed algorithms involving Wavelet and Fourier analysis for various applications in the context of industrial manufacturing of optical products

Analyzing recorded data related to various system parameters and component characteristics of an industrial manufacturing process and constructing a Bayesian Network model for automatic failure detection, predictive product quality maintenance, and subsequent control of influencing variables.

- Prepared, annotated, and engineered large datasets of industrial images for computer vision tasks and improved data quality by altering and re-labeling noisy data labels via data processing pipelines - Created automated detection and classification error fixation pipeline in the existing deep learning model predicted probabilities to increase annotation accuracy - Trained the deep learning-based object detection model and deployed the model in the backend of a Streamlit-based web application

- Memory leak analysis and diagnosis of the in-house code "Demoa" used for the development of validated musculoskeletal human body models - Performed various IT Management and software maintenance tasks

- Translating business requirements into efficient codes to facilitate the seamless migration process of customer data from Visa to Mastercard platform for Citibank rewards credit card - Analysis and Management of the customer credit card data using IBM DB2 & SQL and effectively communicating the insights with Citibank stakeholders - Providing technical assistance in all stages of the software development life cycle (SDLC) in an Agile and interdisciplinary team

Designing various automation systems like sensor-based automatic car parking management, Water control system for an amusement park water ride, automatic traffic light control, wagon control system, etc. using Programmable Logic Controllers (PLC) and Human Machine Interfaces (HMI).

Hands-on experience of working with various industrial automation systems, signal processing methods, smart sensors, and other instrumentation techniques on various departments like Wheel & Axle plant, blast furnace, research & control laboratory, etc.