Komal Tiwari
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Projects

A collection of things I've built and contributed to.

Python Kubernetes MLflow Airflow Docker

ML Pipeline Orchestrator

An end-to-end machine learning pipeline framework built on Kubernetes, automating model training, evaluation, and deployment with built-in experiment tracking.

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Python Redis Apache Kafka AWS Terraform

Real-Time Feature Store

A low-latency feature store for serving ML features in real-time, supporting both batch and streaming feature computation.

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Python Prometheus Grafana Docker GCP

Model Monitoring Platform

A comprehensive monitoring solution for production ML models, detecting data drift, concept drift, and performance degradation in real-time.

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