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My Journey as a Manager: Struggles, Lessons, and Growth
Stepping into a management role at a startup was a whirlwind—zero context, late-night deployments, and constant uncertainty. But through the chaos, I’ve learned invaluable lessons about leadership, resilience, and growth.…
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Overcoming LLM Challenges in AI Services
Building an AI service? Craft your prompts right, tame the chaos, and watch the money roll in—no more gambling with responses!
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Understanding Spark Driver: Key to Faster Data Processing
The unsung hero: the Spark Driver There are various ways of increasing the processing speed when using Spark. Some may be as simple as increasing the number of executors while some…
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Sharing Data in Gunicorn+Flask Applications
Flask and Gunicorn are Python packages that are used together to serve various services at scale. Flask is a light-weight web application framework which in combination with Gunicorn, a WSGI server, becomes capable…
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Building Docker Images with NVIDIA Runtime
Containerizing Machine Learning(ML) deployables is a common practice in the real world of AI, which is extensively done using Docker. This process starts by defining a Dockerfile which is then…
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Creating an NGINX Image Cache: A Step-by-Step Guide
I would like to share my experience creating an image cache using NGINX and the numerous features it provides. Working with images in particular introduces complexities regarding storage as images…
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