
Pavan Sekhar Mandavilli
SDE-1 at Kapture CX · TensorFlow Developer · AI Enthusiast
Summary
Work
Education
Projects
Writing
Transforming CRM with A2A Protocol
May 21, 2025Explains the A2A (Agent to Agent) protocol and how integrating agent-to-agent communication with CRM systems can enable autonomous task handling, improved coordination, and scalable workflows.
Understanding ANN
March 1, 2024An educational piece explaining artificial neural networks (ANNs), how they work, comparisons to the human brain, and applications across image/speech recognition, NLP, predictive analytics, and robotics.
Crime Forecasting using ML & CV
January 1, 2024Long-form article describing methodology for crime forecasting using a combination of machine learning and computer vision, covering data collection, preprocessing, model selection, CV integration, validation, and ethical concerns.
SENTIMENT ANALYSIS
December 11, 2023Article covering sentiment analysis techniques, types (polarity, emotion detection, aspect-based), algorithms (rule-based, ML, hybrid), and real-world applications in social media, business intelligence, and education.
AI Advancements & Applications
December 1, 2023Overview of recent AI advancements and applications across areas such as healthcare, conversational AI, AI-optimized hardware, autonomous vehicles, VR/AR, and considerations for future developments.
Object Detection using YOLO
October 14, 2023Explains YOLO object detection (versions, operation, labeling data, strengths/limitations) and discusses real-world uses in surveillance, autonomous driving, and research.