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Available for collaboration · Mumbai, IN

Focused on Statistical Learning, Time Series Forecasting, and AI Safety — building ML pipelines and quantitative models that drive real-world decisions.

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About Me

My Journey

I'm a Machine Learning practitioner focused on Statistical Learning and Time Series Forecasting. I've worked on building ML pipelines for price prediction, ride demand forecasting, and AI-based decision support systems.

I enjoy real-world problems where quantitative modeling and predictive systems drive practical decisions — from government-scale skill censuses to LLM security frameworks.

"Build systems that don't just predict the future — but help us decide what to do about it." — Working principle
0Production Systems
0Certifications
0Curiosity
Education

BSc IT · Ramanand Arya D A V College

Experience

AI Engineer · Ratio AI  |  AI Intern · Sapio Analytics

Focus Areas

ML Engineering · Model Validation · Time Series · AI Safety

Philosophy

"Know thy self."

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Skills & Expertise

Domain

Machine Learning

Statistical learning, model validation & backtesting, feature engineering

Proficiency92%

Specialty

Time Series & Quant

Forecasting, demand modeling, and quantitative analysis pipelines

Proficiency88%

Research

AI Safety & Security

Prompt injection defenses, data poisoning, NIST AI RMF & EU AI Act

Proficiency85%

Engineering

Programming

Python, data pipelines, and ML engineering for production

Proficiency90%
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Featured Projects

Government · AI

SAKSHAM Skill Census

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Feature engineering for the Sovereign AI Model powering the Government of Maharashtra's hyperlocal Smart Digital Skill Census. Formulating analytical models on which the core AI engine runs.

Sapio AnalyticsFeature Engineering Hyperlocal AIGovt. of Maharashtra

Government project · H-West Ward, Mumbai · Sovereign AI

Security · Compliance

Ratio AI

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Building defenses against prompt injection and data poisoning attacks for LLM systems. Created the security and compliance framework measuring AI accountability, aligned with NIST AI RMF and the EU AI Act.

LLM SecurityNIST AI RMF EU AI ActCompliance

Prompt injection defense · Data poisoning · AI accountability

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Certifications

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Let's Connect

Ready to collaborate? Send me a message and let's build something meaningful together.