Shamique Khan

Founder, AI Researcher & Engineer

Bhopal, IN.

About

AI Engineer, Researcher, and Founder focused on agentic workflows, scientific machine learning, and physics‑informed AI for materials discovery. Founder of Scandium Labs, advancing graph neural networks and scalable AI systems for computational materials science.

Work

Product Manager Accelerator

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AI Engineer Intern

Boston, Massachusetts, US

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Summary

AI Engineer Intern track participant; contributed to AI-driven projects and gained hands-on experience in machine learning applications within an e‑learning context.

FlyRank AI

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Machine Learning Engineering Intern

Chicago, Illinois, US

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Summary

ML Engineering Intern in a high‑impact AI internship program focusing on search intelligence: built end‑to‑end ML research with real-world data for search ranking and discoverability.

Highlights

Developed a repeatable ML ranking framework analyzing search/content performance.

Performed feature engineering, baseline comparisons, leakage checks, and validation, translating model insights into recommendations for content optimization.

Suproc

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AI Engineer Intern

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Summary

AI Engineer Intern engaged in AI research and development in a technology/internet startup environment.

Scandium Labs

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Founder & AI Researcher

Bhopal, Madhya Pradesh, India

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Summary

Founded Scandium Labs to build physics‑informed AI infrastructure and systems for accelerating materials discovery, focusing on graph neural networks, scientific ML pipelines, open‑source research tools, datasets, and scalable screening systems for computational materials science. Leader of research and development direction, including projects like PIGNet V2 and others aiming to bridge AI with scientific principles.

Highlights

Designed and advanced PIGNet V2, a physics-informed graph neural network for materials prediction and discovery.

Established reproducible training pipelines, open‑source tools, and datasets to support AI-driven materials science research.

Quant ML

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Co‑Founder & AI/ML Engineer

Bhopal, Madhya Pradesh, India

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Summary

Co‑founded a financial‑tech startup focused on AI/ML engineering for quantitative financial services.

PredictRam (SEBI-registered Research Analyst Firm)

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Research Associate

New Delhi, Delhi, India

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Summary

Conducted research and analysis as a Research Associate at a SEBI‑registered financial research firm.

Google for Startups

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AI Startup School Fellow

San Francisco, California, US

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Summary

Participated in an AI Startup School fellowship via Google for Startups.

McKinsey & Company

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McKinsey Forward Program Trainee

, , US

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Summary

Completed the McKinsey Forward business leadership and training program.

GirlScript Summer of Code

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Open Source Contributor

Delhi, Delhi, India

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Summary

Contributed to open‑source projects via the GirlScript Summer of Code initiative.

Education

VIT Bhopal University

Indore, Madhya Pradesh, India
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Bachelor of Technology Computer Science

Aligarh Muslim University

Aligarh, Uttar Pradesh, India
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Education

St. Mary's Inter College, Etawah

Etawah, Uttar Pradesh, India
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Skills

Machine Learning & AI

graph neural networks, scientific machine learning, physics‑informed ML, deep learning, prompt engineering, generative AI, large language models, natural language processing, time series analysis, quantitative analysis.

Programming & Tools

Python, PyTorch, TensorFlow, scikit‑learn, NumPy, Plotly, Seaborn, Git, GitHub, LangChain, LangGraph.

Data & Research Tools

data science, data visualization, model validation, algorithms, statistical analysis, quantitative finance, risk management.

Leadership & Entrepreneurship

founder, co‑founder, leadership, entrepreneurship, critical thinking, emotional intelligence, teamwork.