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Shreekansha

AI & Data professional working on machine learning, analytics, and Generative AI systems. Experienced in building production ML pipelines, analytics platforms, and real-world GenAI solutions.

Location India Joined Joined on  github website

Education

M.Sc. Data Science & Spatial Analytics (Specialization in AI), Symbiosis International University

Pronouns

she

Work

AI & Machine Learning Engineer | Data Scientist

Architecting Guardrails and Validation Layers in Generative AI Systems

Architecting Guardrails and Validation Layers in Generative AI Systems

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6 min read

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Engineering-Grade Strategies for Hallucination Prevention in GenAI Systems

Engineering-Grade Strategies for Hallucination Prevention in GenAI Systems

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5 min read
Production-Grade Cost Control Strategies for Generative AI Systems

Production-Grade Cost Control Strategies for Generative AI Systems

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5 min read
Building a Simple “Chat with Your Documents” GenAI App (End-to-End)

Building a Simple “Chat with Your Documents” GenAI App (End-to-End)

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5 min read
Why GenAI Apps Feel Slow (And How Developers Actually Fix It)

Why GenAI Apps Feel Slow (And How Developers Actually Fix It)

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5 min read
Vector Databases for Developers (With a Simple Python Example)

Vector Databases for Developers (With a Simple Python Example)

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5 min read
How Real-World GenAI Systems Are Designed (With a Simple Python Example)

How Real-World GenAI Systems Are Designed (With a Simple Python Example)

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4 min read
RAG vs Fine-Tuning vs Prompting: When to Use What in GenAI Systems

RAG vs Fine-Tuning vs Prompting: When to Use What in GenAI Systems

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5 min read
Retrieval-Augmented Generation (RAG) Explained with a Simple Python Example

Retrieval-Augmented Generation (RAG) Explained with a Simple Python Example

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5 min read
AI Agents : How Modern GenAI Systems Actually Work

AI Agents : How Modern GenAI Systems Actually Work

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5 min read
What Software Developers Should Learn in 2026 (If AI Is Everywhere)

What Software Developers Should Learn in 2026 (If AI Is Everywhere)

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5 min read
How AI Is Quietly Changing Software Development in 2026 (Real Examples)

How AI Is Quietly Changing Software Development in 2026 (Real Examples)

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5 min read
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