APIE Advanced Camp 04 (Funded by SOI Asia)
I will attend APIE Advanced Camp 04, funded by SOI Asia.
SOI Asia
Program Page
I am Rudra Roy, an AI engineer and researcher with interests spanning Computer Vision, Speech and Audio Processing, Medical Image Analysis, OCR, and multimodal deep learning. My research explores problems in sign-language recognition, speech enhancement, medical imaging, generative models, federated learning, and privacy-preserving AI, with a particular interest in translating methodological advances into usable real-world systems.
I currently work as a Machine Learning Engineer at ACI PLC, where I contribute to applied R&D in Bangla OCR, legal LLMs, Bangla ASR, document intelligence, and domain-focused AI systems.
Exploring the frontiers of AI, signal processing, and embedded systems
Developing real-time sign language recognition systems using custom deep learning architectures and GAN-aided data augmentation for robust performance across diverse signing styles and environments.
Building advanced speech enhancement models that operate in low-SNR conditions using novel architectures combining waveform processing with discrete wavelet transform for superior noise suppression.
Designing embedded sensing systems and real-time monitoring solutions with control pipelines for practical industrial and agricultural applications, from greenhouse automation to gas burner safety.
Research projects and engineering builds
Peer-reviewed research contributions



What I am currently building and what is coming next
I will attend APIE Advanced Camp 04, funded by SOI Asia.
SOI Asia
Program PagePreparing the next milestone release of enterprise OCR pipelines with improved invoice and legal document parsing quality.
ACI PLC, Dhaka
Upcoming internal benchmark update for Bangla ASR with petroleum domain vocabulary expansion and evaluation reporting.
Dhaka / Remote
Open slot for collaborative work in speech, vision, and applied LLM systems for real-world deployments.
Remote