Open to opportunities

Shreyas Sindhur

@shreyassindhur

Data science intern and computer engineering student, building end-to-end ML pipelines and AI-powered web apps from real-world data.

India

Message

What I'm looking for

I’m looking for a role where I can apply machine learning and data science to real problems, ship end-to-end pipelines and AI-powered web experiences, and grow with a team that values rigorous evaluation and measurable impact.

I’m a computer engineering student with a minor in Data Science, and I’m actively interested in machine learning and AI applications that solve real, measurable problems. In my internship at MachineMax India Pvt. Ltd., I built an end-to-end predictive maintenance pipeline to predict machine failure within a 7-day horizon using fleet sensor data.

I focus on rigorous evaluation and domain-informed modeling—using GroupKFold to prevent machine leakage, optimizing XGBoost with GridSearchCV for PR-AUC under severe class imbalance, and validating results with SHAP drivers aligned to physical logic. I’ve also developed AI-powered products like Distill (a Groq-based multi-agent research assistant) and Safe-Surf (a phishing detection web platform with a FastAPI backend and React frontend), alongside ML work like Titanic Passenger Survival Analysis with interpretability via SHAP.

Experience

Work history, roles, and key accomplishments

Data Science Intern

MachineMax India Pvt. Ltd.

Jan 2026 - May 2026 (4 months)

Built an end-to-end predictive maintenance pipeline on fleet sensor data to predict machine failure within a 7-day horizon. Optimized XGBoost for PR-AUC under severe class imbalance and used GroupKFold plus SHAP to ensure leakage-free evaluation and interpretable drivers.

Predictive Maintenance XGBoost PR AUC Precision Recall Metrics Feature Engineering Handling Class Imbalance GridSearchCV

Digital Marketing Head

RAIT (Social Wing)

Jun 2023 - Jul 2024 (1 year 1 month)

Led digital marketing and content strategy for NSS and student-led initiatives, managing social media promotional campaigns to improve student participation and outreach visibility. Coordinated with event organizing teams to deliver engagement-driven creatives and community-focused communications.

Digital Marketing Content Strategy Marketing Campaigns Creative Event Promotion

Education

Degrees, certifications, and relevant coursework

Ramrao Adik Institute of Technology, D. Y. Patil Deemed to be University

Bachelor of Technology, Computer Engineering (Minor in Data Science)

2022 -

Grade: 8.25/10 (CGPA)

Pursuing a B.Tech in Computer Engineering with a minor in Data Science (CGPA 8.25/10). Focuses on machine learning, AI applications, and data-driven problem solving.