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NANDHUSHREE REDDY M / LEARNING

Always in
learning mode.

A learning roadmap for generative AI, machine learning evaluation, AI-assisted workflows and responsible software engineering.

From curiosity to a repeatable practice.

My learning roadmap connects AI fundamentals to small experiments. These are focus areas I’m developing, rather than claims of completed certifications.

01 / LEARNING DIRECTION

Understand

Study machine learning fundamentals, data preparation and the difference between training, validation and testing.

02 / LEARNING DIRECTION

Experiment

Compare prompts and model responses. Record inputs, outputs and limitations so an experiment can be repeated.

03 / LEARNING DIRECTION

Evaluate

Look beyond impressive examples. Explore baselines, error cases, hallucinations and how evaluation changes across tasks.

04 / LEARNING DIRECTION

Build thoughtfully

Explore AI-assisted workflows, local inference and retrieval. Learn from open-source work while preserving creator credit.

Explore the projects ↗