Kamilla Volkova

About Kamilla Volkova

Let\'s Connect! I’m a senior at Trinity College majoring in Computer Science & …

Experience

1. Machine Learning, Ai and Emerging Technologies Researcher

   Infosys

   Jun 2025 — Present · Bengaluru, IN

   Delivering an AI-powered platform for telecom energy optimization, forecasting energy consumption every two minutes with high-accuracy LSTM models—driving efficiency gains and cost savings for telecom clients across 50+ countries where Infosys operates• Recognized by the Infosys CTO and extended to global telecom clients, underscoring strategic alignment, enterprise-level scalability, and long-term business relevance• Leveraging federated learning architectures to enable secure, distributed model training across networks, ensuring compliance, adaptability, and global deployment readiness• Designing and implementing Essedium-based training pipelines, accelerating performance and enabling seamless model iteration and deployment• Conducting comprehensive literature reviews, benchmarking approaches, and refining algorithms to advance state-of-the-art time-series forecasting in telecommunications• Experimenting with next-generation Agentic Functions to enhance autonomous decision-making, adaptive optimization, and client-specific energy intelligence solutions• Co-authoring research with mentor Chetana Amancharla for submission to a peer-reviewed journal, bridging enterprise delivery with academic contribution and industry thought leadership