About Deependra Singh Rawat

Principal Software Engineer II | AI/ML Specialist | Telecommunications Expert

Deependra Singh Rawat - Professional Headshot

Professional Profile

Deependra Singh Rawat is a Principal Software Engineer II and AI/ML specialist based in the Denver, Colorado area, with 18+ years of experience across telecommunications, embedded systems, broadband access platforms, and AI-driven network intelligence.

He works at the intersection of edge AI, DOCSIS 3.1/4.0 infrastructure, cable modem platforms, telemetry systems, and resilient network automation — developing intelligent systems that improve reliability, reduce operational burden, and enable proactive network management at scale.

His technical contributions span the full stack of modern broadband engineering: from hardware-accelerated inference on embedded CPE devices to advanced ML clustering for predictive fault detection, and from CMTS-integrated closed-loop automation to open-source RDK-Broadband platform development.

Education

M.S. Artificial Intelligence

Pennsylvania State University
Focused on deep learning, neural network architectures, and applied machine learning for real-world systems. Academic projects included bird species identification using convolutional neural networks and multimodal children’s story generation combining vision and language models.

B.E. Computer Science & Engineering

H.N.B. Garhwal University / Govind Ballabh Pant Engineering College
Foundation in computer science, software engineering, and systems programming — the basis for a career built on deep technical expertise across embedded systems, networking, and intelligent infrastructure.

Core Competencies

  • Edge AI and on-device machine learning (model quantization, pruning, knowledge distillation)
  • DOCSIS 3.1/4.0 broadband access infrastructure and CPE platform engineering
  • RDK-Broadband open-source software stack development
  • Intelligent telemetry, predictive analytics, and closed-loop network automation
  • ML clustering algorithms (K-means, HDBSCAN) for network optimization
  • Embedded Linux (Yocto), Wi-Fi stack, SNMP/TR-069 management protocols
  • SIP/VoIP (Cisco SIPCC 3PCC), W-CDMA/LTE/WiMAX transport functions
  • Patent invention, technical writing, and IEEE community engagement