Siddhartha Roy
PRODUCT ENGINEER | AI Engineer
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About
Product Engineer at TCS iON with hands-on experience in Python, Linux-based production systems, online examination security, and AI/ML proof-of-concepts. Experienced in building detection logic for software and hardware-based cheating vectors, including PiKVM and display-splitting devices, and in developing computer-vision and machine-learning prototypes. Strong foundation in FastAPI, OpenCV, machine learning, deep learning, RAG, and data science, with a focus on practical, production-oriented AI systems.
Experience
Product Engineer at Tata Consultancy Services (TCS iON) (2026-01 – Present)
- Develop and maintain Python-based features for the TCS iON platform in a Linux production environment, with focus on reliability and secure online examination workflows.
- Identified and fixed a critical online-examination vulnerability that could be exploited to bypass anti-cheating controls, strengthening exam integrity.
- Developed hardware-detection logic to identify suspicious external devices and display configurations associated with cheating attempts, including PiKVM-based remote access and display splitters.
- Investigated OS- and hardware-level signals such as connected devices, display/EDID information, hot-plug events, and system activity to support tamper and cheating detection.
- Debug production issues across the Linux/OS stack and collaborate with cross-functional teams to deliver stable releases and security-oriented features.
Education
Master of Computer Applications (MCA) in Computer Applications – Chandigarh University (2026-06)
Bachelor of Computer Applications (BCA) in Computer Applications – Impact College, Patna (2022 – 2025)


