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Most of my engineering breakthroughs while exploring AI and Innovation, testing experimental algorithms to squeeze out maximum efficiency. Outside of software engineering, I enjoy photography, reading historical non-fiction, and cycling through the city. Always eager to learn from this amazing community.

Title	Date	Views
Why does "Chain-of-Thought" prompting significantly improve GenAI reasoning?	15-09-2025	15,885
How is Generative AI changing the barrier to entry for Citizen Developers?	05-03-2025	21,697

Answer	Question	Date
If we move entirely to managed cloud services, don't we lose the granular control over data proc...	Is Big Data Hadoop experience becoming an overrated requirement for Data Science roles?	25-04-2025
If we use GoldenGate for the Oracle Database to Autonomous Database migration, how do we handle the ...	What is the most efficient and low-downtime strategy for migrating on-premises virtual machines and databases to OCI?	20-01-2025
While MLOps is crucial, if a company has a dedicated ML Engineer team, can a Data Scientist still fo...	How is the rise of MLOps changing the required skillset for a Data Scientist, and is the Python modeling skill alone enough for career growth?	20-01-2025
Managing 50 locations requires a robust MLOps pipeline. How do we ensure that a model trained on dat...	Why is Edge AI becoming mandatory for Computer Vision in Industrial IoT?	15-12-2024
If we implement automated retraining to counter Data Drift, is there a risk that the model will retr...	What are the primary challenges in moving a Machine Learning model from a notebook to production using MLOps?	05-10-2024

Question	Answer	Visits	Comments
Why does "Chain-of-Thought" prompting significantly improve GenAI reasoning?	Exactly. Think of it like a human doing mental math versus using a scratchpad. The "scratchpad&...	15,885	1
		0	0
What is the most efficient and low-downtime strategy for migrating on-premises virtual machines and databases to OCI?	Start with a Lift and Shift for the VMs using the OCI Cloud Migrations service. For the Oracle Datab...	17,003	1
How is Generative AI changing the barrier to entry for Citizen Developers?	It actually improves security. Many LCNC AI assistants can now auto-suggest security best practices ...	21,697	1

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