Sandeep Belgavi Ashok Kumar

Senior Leader | AI/ML Enthusiast | Driving Data-Driven Futures

About Me

I'm a Senior Engineering Manager passionate about building scalable Data & AI platforms, with a sharp focus on Generative AI and Cassandra vector stores. My expertise spans Spark, Kafka, Python, and NoSQL databases like Cassandra, HBase, and MongoDB, delivering high-performance, reliable solutions. I drive projects with Agile and DevOps methodologies, ensuring quality and collaboration.

Actively contributing to the tech community, I share insights on my Medium blog, featuring articles like "Cassandra's Vector Horizon: Semantic Search at Enterprise Scale." Explore my work on AI/ML and Data Structures & Algorithms on GitHub. Let's connect and innovate!

My Projects

Here you'll find a collection of my work, primarily focusing on Artificial Intelligence and Machine Learning. These projects demonstrate my practical skills in developing intelligent solutions and my commitment to hands-on learning.

From data analysis to model deployment, explore the code and documentation on my GitHub.

My Blog Posts

Dive into my latest articles on AI, ML, and tech innovations.

Cassandra’s Vector Horizon: Semantic Search at Enterprise Scale

Unlock the power of semantic search in Cassandra, moving beyond traditional keyword matching.

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Beyond Monoliths: Google’s A2A Agent Architecture

Discover how Google's A2A architecture enables interoperable AI systems.

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NLP-Powered Word Game: GloVe and Flask in Action

Build a semantic similarity word game using GloVe embeddings and Flask.

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Unleashing Sentence Similarity with BERT and Flask

A practical guide to leveraging BERT for sentence similarity in your projects.

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Bridging the Language Divide: A2A

This post explores how to bridge language barriers in communication.

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Cassandra and CAP Theorem: Distributed Data Pillars

Understand Cassandra's design through the CAP Theorem for high availability and partition tolerance.

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