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Ishaan Ansari

Ishaan Ansari

Machine Learning Engineer focused on LLMs and multimodal systems

United Arab Emirates
69 connections
Joined February 2026
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Summary

Focus on multimodal ML and interpretability: Ishaan develops multimodal systems that combine visual embeddings and retrieved clinical knowledge to improve factual accuracy and interpretability in medical reasoning (example: MIRAGE). github+1
Project-driven open-source practitioner: maintains multiple hands-on repositories (LLMs from scratch, fine-tuning guides, image-captioning, GANs) and publishes code and demos publicly to demonstrate applied ML skills. github+2
Formal CS education with internship experience: completed a B.Tech in Computer Science & Engineering (first division with distinction) at Jamia Hamdard and completed internships in web development, data science and software engineering during 2021. ac
Active public presence and writing: shares technical notes, project updates and longer-form writing (Substack), and maintains profiles on GitHub, Kaggle, LinkedIn and Twitter to document work and engage with the ML community. substack+2

Work

Education

Projects

Writing

Actionable checks to bolt into your evaluation pipeline

February 1, 2026

A Substack post exploring evaluation checks and safeguards to add to critical ML evaluation pipelines to prevent behavior flips from small dataset tweaks.

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Hobbies

Writes and curates machine learning content and resources on a Substack blog. substack+1