Open to opportunities

Rutvij Wamanse

@rutvijwamanse

Message

I build machine learning systems for computer vision, geospatial analytics, and credit risk.

India

Message

What I'm looking for

I'm looking for opportunities to build and deploy machine learning systems in computer vision, geospatial analytics, NLP, or risk modeling, with room to work on scalable data pipelines and real-world AI products.

I'm developing credit risk models at Monsoon Credittech for borrower default prediction, feature engineering, and risk segmentation. At Virginia Tech ESAREC, I built an end-to-end plant detection and geolocation platform that turns GeoTIFF imagery into georeferenced shapefiles, heatmaps, and interactive dashboards.

I've trained YOLO models to 86% mAP@50, deployed quantized models on NVIDIA Jetson for 200% faster inference, and fine-tuned PaliGemma 2 for open-vocabulary plant detection. I also build practical data products, including a RAG system for herbicide labels and a Kafka/PySpark streaming pipeline for real-time plant detection.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Monsoon Credittech

Jul 2026 - Present (2 months)

Developing credit risk models using ML/DL techniques for borrower default prediction, feature engineering, and risk segmentation.

Machine Learning Deep Learning Credit Risk Modeling Feature Engineering

Education

Degrees, certifications, and relevant coursework

Virginia Tech

Master of Science, Computer Engineering and Life Sciences

2023 -

Grade: 3.88/4

Activities and societies: Relevant Coursework: Advanced Machine Learning, Statistics in Research, Data Analytics, Computer Vision, Natural Language Processing, Deep Learning

Pursuing a Master of Science in Computer Engineering and a Master of Science in Life Sciences with a thesis-based curriculum. Achieved a GPA of 3.88/4.

Pune Institute of Computer Technology

Bachelor of Engineering, Electronics and Telecommunication

2019 - 2023

Grade: 9.3/10

Activities and societies: Relevant Coursework: Computational Statistics, Database Management Systems, Data Structures & Algorithms, Python Programming, Machine Learning, JavaScript

Earned a Bachelor of Engineering in Electronics and Telecommunication with a minor in AI/ML. Achieved a CGPA of 9.3/10.