Arkaneell Roy

Interdisciplinary Learner @Techno International New Town Formerly Known As Techno India College Of Technology - Official

Kolkata, IN

Actively engaged in interdisciplinary, self-initiated and team-based research and development projects at the intersection of Computer Science, Artificial Intelligence, and Physics. Projects span domains including sustainability, deep learning, assistive technology, biomedical imaging, and Astro informatics. Key contributions include:Hydro-Powered Zero Pollution Engine (Team Project) – Sustainable energy hardware concept integrating IoT-based monitoring.Indian Sign Language Detection using Deep Learning (Team Project) – Built a CNN-based gesture recognition system for assistive communication.Cryo-ET with Deep Learning (Ongoing) – Developing models to assist cryogenic electron tomography analysis.Ez-Waste (ML Developer & Cloud Engineer) – Smart waste management solution using ML and cloud-based deployment pipelines.Auto-Eval (ML Developer) – Automated evaluation engine for predictive model performance assessment.EquiCraft (ML Developer) – Building equity-aware ML systems focusing on fair algorithmic design.RCG-Net & TRF-Net (ResNet-50 Based) – Custom computer vision architectures for robust classification tasks.Atmosight-AI (In Progress) – Developing a Graph Neural Network (GNN)-based system for atmospheric and pollution pattern analysis.These experiences reflect a strong foundation in ML/DL frameworks, scientific problem-solving, collaborative development, and cloud deployment, as well as a drive to contribute to real-world impact through technology.

Techno India College Of Technology

Bachelor of Technology - BTech

Margaret Sister Nivedita English School

High school