Shreyas Singh

Associate Consultant

Philadelphia, Pennsylvania, United States0 mo experience

Key Highlights

Expert in high-performance computing and probabilistic models.
Contributed to significant open-source projects in astrophysics.
Strong background in data science and machine learning.

Stackforce AI infers this person is a Data Scientist with expertise in Computational Physics and Healthcare analytics.

Contact

Skills

Core Skills

PythonData ScienceComputational PhysicsOpen-source SoftwareBayesian StatisticsMarkov Chain Monte CarloJavaRest ApisData Visualization

Other Skills

Agile MethodologiesBack-End Web DevelopmentC++Computational Fluid Dynamics (CFD)Data StructuresFortranGitHubJenkinsJupyterLeadershipMATLABMachine LearningMathematical ModelingMatlabMicroservices

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Wharton neuroscience initiative

Research Specialist

Jul 2025 – Present · 10 mos · Philadelphia, Pennsylvania, United States

Wharton ai & analytics initiative

Graduate Research Assistant

Aug 2024 – May 2025 · 9 mos · Philadelphia, Pennsylvania, United States

Carried out semantic gaze analysis of physicians to understand situational awareness and decision-making in high-stakes clinical settings using vision-language models
Developed a conversational LLM with Wharton Analytics Accelerator for the integration of regional business and forecast sales across product categories, producing hindsight and predictive analysis

University of pennsylvania

Graduate Teaching Assistant

Sep 2023 – May 2025 · 1 yr 8 mos · Philadelphia, Pennsylvania, United States · On-site

CIT 5900: Programming Languages and Techniques
Supervisor: Prof. Brandon Krakowsky
Conducted classroom recitations, live coding exercises and weekly office hours to assist graduate students with advanced topics in Python and Java

JavaLeadershipPythonData ScienceTest-Driven Development

Google summer of code

Open-Source Contributor at TARDIS-RT

May 2023 – Aug 2023 · 3 mos · Remote

Constructed submodules to extract and transform 19,590 ENSDF datasets from NNDC for downstream Monte Carlo simulations
EDA and feature engineering to enable a faster analysis of gamma-ray deposition in Type 1a supernovae
Project link: https://sites.google.com/view/shreyas-gsoc2023-tardis/home

Computational PhysicsOpen-Source SoftwareGitHubPythonPandas

Pymc

NumFOCUS Intern

May 2023 – Aug 2023 · 3 mos · Remote

Added auto-differentiation of log-likelihoods for arbitrarily censored distributions in survival analysis for PyMC, an open-source probabilistic programming package for Bayesian Inference
Created a modified DFS algorithm to retrieve encodings from nested NumPy-like “where” Ops in PyTensor facilitating the inference of regression models using MCMC methods

PythonBayesian statisticspytestNumPyMarkov Chain Monte CarloSurvival Analysis

Accenture japan

Software Developer

Jan 2021 – Apr 2022 · 1 yr 3 mos · Tokyo, Japan

Implemented Connected Car Solutions for a Japanese automotive OEM, utilising Cloud Computing and IoT technologies based on a Microservices architecture, AMQP messaging protocol, and REST APIs
Created vehicle service and maintenance-alert end-points to dispatch notifications to users around the globe using Spring Boot applications
Configured CI/CD pipelines & deployment settings of microservices as part of the Notifications Team

Object-Oriented Programming (OOP)JavaREST APIsPostgreSQLSpring BootData Structures+1

Gssi - gran sasso science institute

Undergraduate Research Intern

Jun 2019 – Aug 2019 · 2 mos · L'Aquila, Italy

Performed data visualization of photon clusters per pixel using K-Means Clustering algorithm on the optical readout data from the CYGNO and INITIUM project
Evaluated goodness-of-fit and identified image hotspots by binning the clusters and observing anomalies in Gaseous Electron Multiplier runs

Computational PhysicsData VisualizationStatistical Data AnalysisPythonScikit-Learn