Siddhartha Vemuganti

Data Teams Break When Models Crash​

Leave a Comment / Data Engineering /

Engineers aren’t the problem…A recent McKinsey study revealed that misalignment between technical teams and business stakeholders causes more project failures than technical challenges. Here’s what I’ve learned leading cross-functional data initiatives:Translation Isn’t Optional ↳ Your data engineers speak schemas and pipelines, while your business team speaks KPIs and outcomes. When a business requests “real-time analytics,” […]

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Breaking Through: When Your Career Feels Stuck at 99%

Leave a Comment / Philosophy /

Ever feel like your career progress has hit a wall? You’re not alone. Many professionals experience this plateau…– Conduct a skills audit: Identify and bridge critical gaps in your toolkit– Challenge self-limiting beliefs: Reassess and update your perception of your capabilities– Protect your growth time: Set clear boundaries to prioritize personal development– Diversify your focus:

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A human hand with tattoos reaching out to a robotic hand on a white background.

The Silent Revolution in Enterprise AI

Leave a Comment / AI/ML /

One SQL Query Changes Everything…Databricks introduces simple, fast, and scalable batch LLM inference on Mosaic AI Model Serving (Oct 2024). Transform unstructured data processing with a single SQL query. 5 Game-Changing Capabilities of Batch AI Processing:SQL-First Revolution↳ Yesterday: Complex Python pipelines↳ Today: SELECT ai_query(‘llama-70b’, text) FROM documents ↳ Impact: 90% less complexity, zero maintenanceDual-Mode Intelligence↳

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