Ari Burch

About Ari Burch

I am a Data Scientist/Statistician with a MA in Statistics and 5+ years of hands-on experience in the Aerospace and Defense sector, working with safety-critical data and algorithms (Active Secret Security Clearance). My current experience includes consulting for advanced analytics, statistical modeling, and AI systems.I am highly skilled in Machine Learning/AI, Statistics, Python, and Applied Math (5 years post-bachelor). My experience also includes 2+ years of undergraduate research and internships/co-ops. I specialize in (1) end-to-end model ownership,(2) evaluation of external systems\' algorithms, and (3) responsible AI methodologies (e.g. robustness, interpretability). Tech Stack (overall): Primary: Python, PyTorch, Scikit-Learn, R, SQL, MATLABSecondary: C/C++, Julia, JavaScript, JavaAnalytics: Big Data, Data Cleansing, Signal Processing, RF/Natural Image/Language Data, Time Series, Real-Time Data Streaming, A/B Testing, Web Tracking/Targeting/Advertising AnalyticsStatistics/Modeling: Bayesian Statistics, Estimation, Stochastic Methods/Gaussian Processes, Classification/Regression, Outlier/Anomaly Detection, Dimensionality Reduction/Embeddings, Inference, Predictive Modeling/Forecasting, Model Validation/Evaluation, Optimization, Survey Sampling, BiostatisticsAI/ML: Deep Learning, Neural Networks, DNN/CNN/RNN/GNN, Responsible AI (Robustness, Interpretability, Fairness, Trust), Supervised Learning, Clustering/Unsupervised Learning, Computer Vision, Autoencoders, NLP/Text Analysis, Generative AI/Adversarial Networks/TransformersResume Download (.docx): https://drive.google.com/drive/folders/18ziszw0NWeZsuqqEdAQ5GftHn5kabi9y?usp=sharing

Experience

1. Senior Data Scientist & Analytics Consultant

   NTT DATA

   Sep 2024 — Present

Education

• Wentworth Institute of Technology

  Bachelor of Science - BS, Applied Mathematics

• Boston University

  Master's degree, Statistics

• Wentworth Institute of Technology

  Bachelor of Science - BS, Computer Science

Skills

• Javascript
• Java
• Facebook Marketing
• R
• Matlab
• Html
• Python
• Latex
• Piwik
• Simion
• Sql
• Data Analytics
• Cascading Style Sheets (Css)
• Statistics
• Outbrain
• Mathematica
• Google Adwords