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Pavan Sekhar Mandavilli

Pavan Sekhar Mandavilli

SDE-1 at Kapture CX · TensorFlow Developer · AI Enthusiast

Bengaluru, Karnataka, India
Joined April 2026

Summary

Early-career software engineer focused on applied AI — transitioned from an internship/trainee role into an SDE-1 position at Kapture CX, showing an early professional trajectory in software engineering. linkedin
Student leader and advisor within a university AI club — served multiple roles in Kognitiv Club (club member, Director of Technology, then Advisor), indicating experience running technical projects and organizing events for peers. deepenrich
Technical communicator and educator — regularly authors long-form articles and tutorials on topics like ANN, sentiment analysis, YOLO object detection, crime forecasting with ML/CV, and integrating AI agents with CRM systems. linkedin+2
Practically credentialed in machine learning tooling — holds a TensorFlow Developer Certificate (issued Apr 2024) and other technical certifications, underscoring hands-on ML/AI development skills. deepenrich

Work

Education

Projects

Writing

Transforming CRM with A2A Protocol

May 21, 2025

Explains 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.

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Understanding ANN

March 1, 2024

An 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.

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Crime Forecasting using ML & CV

January 1, 2024

Long-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.

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SENTIMENT ANALYSIS

December 11, 2023

Article 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.

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AI Advancements & Applications

December 1, 2023

Overview 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.

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Object Detection using YOLO

October 14, 2023

Explains YOLO object detection (versions, operation, labeling data, strengths/limitations) and discusses real-world uses in surveillance, autonomous driving, and research.

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Hobbies

Writes and publishes educational articles on AI and machine learning topics with the Kognitiv Club. linkedin