cv

Binesh Kumar's resume.

Basics

Name Binesh Kumar Sadanandan
Label Ph.D. Candidate & Research Engineer
Email contact(at)bineshkumar(dot)me
Url https://sail-lab.org/rushmore_teams/binesh-kumar/
Summary Ph.D. candidate at SAIL Lab, University of New Haven, with extensive experience in data science and healthcare technology. Specializing in AI applications for healthcare, particularly precision oncology.

Work

  • Ph.D. Student
    University of New Haven - SAIL Lab
    Research in AI applications for healthcare, particularly using reinforcement learning for precision oncology.
    • Advanced methodologies for personalized cancer treatment
    • Deep learning for dose estimation
  • Senior Principal Research and Development Engineer & Technical Fellow
    Medtronic
    Focusing on data analytics, machine learning, and cloud technologies to enhance healthcare solutions in minimally invasive therapies.
    • Lead technical teams
    • Develop innovative healthcare solutions

Education

Skills

Data Analysis & Research
Study Design
Budget Management
Academic Publishing (ICML)
Data-to-Insights Pipeline
Programming & Data Tools
Python (pandas, NumPy, SciPy)
SAS
SQL
Power BI
DAX
Machine Learning & Medical Imaging
PyTorch
TorchXRayVision
Deep Learning
Chest X-ray Analysis
Adversarial Attacks
Vision-Language Models
Computer Vision Pipelines
Annotation Automation
Surgical Instrument Tracking
Model Robustness Analysis
Preprocessing Pipelines
Systems Integration & Engineering Apps
ThingWorx Navigate
Windchill Integration
Database Schema Design
Product Data Management
Inventory Tracking

Languages

English
Fluent

Interests

AI in Healthcare
Precision Medicine
Reinforcement Learning

Projects

  • January 2023 - Present
    Precision Oncology Research
    Developing methodologies for personalized cancer treatment using AI and machine learning.