Manish Atri
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Hi, I'm Manish Atri 👋

Co-founder & Chief Product and Engineering Officer @Inspeq AI | IIITA | Golang, Python, Kubernetes, AWS | MLOps | NLP & Transformer Models

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Latest Articles

Exploring AI, Cloud Infrastructure, and Software Development

What is WAL - Write Ahead Log?

WAL is a mechanism for ensuring data durability, consistency, and crash‐recovery in databases by writing changes to a log before applying them to on‐disk files.

Jun 28, 2023•4 min read

When Indexing Doesn't Help: Issues with RDS Performance

While indexing can speed up queries, in cases like high write rates, low‐cardinality or skewed columns, and large text fields it may provide little benefit or even slow down performance.

May 5, 2023•3 min read

Monitoring Kafka Consumers and Publishers: Best Practices

Covers key Kafka metrics—consumer lag, throughput, error rates, end‐to‐end latency, and broker health—and recommends using built‐in tools or platforms like Prometheus/Grafana for real‐time monitoring.

May 5, 2023•5 min read
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