Machine Learning Engineer
Hi, I'm Ramdev.
Focused on Statistical Learning, Time Series Forecasting, and AI Safety — building ML pipelines and quantitative models that drive real-world decisions.
Machine Learning Engineer
Focused on Statistical Learning, Time Series Forecasting, and AI Safety — building ML pipelines and quantitative models that drive real-world decisions.
Who I Am
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.
"Build systems that don't just predict the future — but help us decide what to do about it."
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."
What I Do
Domain
Statistical learning, model validation & backtesting, feature engineering
Specialty
Forecasting, demand modeling, and quantitative analysis pipelines
Research
Prompt injection defenses, data poisoning, NIST AI RMF & EU AI Act
Engineering
Python, data pipelines, and ML engineering for production
Selected Work
Real-world AI and data intelligence projects spanning government analytics, AI safety research, and hyperlocal decision systems.
Government · AI
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.
Security · Compliance
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.
Credentials
Professional certifications that validate my expertise
Let's Talk
Ready to collaborate? Send me a message and let's build something meaningful together.