Ansh Hemang Dani
Quantitative Research & Engineering
Bayesian inference, stochastic processes, and low-latency systems.
Education
Arizona State University
Degrees: BS Computer Science, BS Mathematics
GPA: 4.00
Expected: May 2026
Coursework
Mathematics
Statistics & Applied Probability
Computer Science
Machine Learning & Computing
Research
Bayesian Approaches to Sequential Decision Making
2025How should an agent allocate capital under uncertainty when beliefs update over time? Simulating Thompson Sampling and Kelly Criterion in synthetic market environments.
Network Censorship Inference
2024–2025Detecting probabilistic censorship patterns in large-scale network traffic. Bayesian inference models with uncertainty quantification.
Cross-Dataset Normalization for Economic Time Series
2025Box-Cox transformations with per-sector λ optimization for heterogeneous economic datasets. Improved downstream regression accuracy by ~12%.
Experience
AI/ML Development Intern
Sep 2025 – PresentBuilt time series forecasting models improving revenue prediction accuracy by 15%.
Applied Statistics Research Intern
Jun 2025 – Sep 2025Developed Box-Cox transformation pipelines for cross-dataset normalization.
AI Developer Intern
May 2025 – Jun 2025Deployed 10+ AI automations on Azure, improving workflow efficiency by 30%.
Payments Automation Intern
Oct 2024 – May 2025Built Power BI tracker reducing manual tracking effort by 25%.
Biocomputing Scholar
Oct 2024 – Apr 2025Implemented probabilistic inference models for network censorship detection.
AI/ML Intern
Dec 2023 – Mar 2024Improved ML model accuracy by 15% through hyperparameter optimization.
Lab
Interactive DemonstratorsSelf-contained analytical tools demonstrating mathematical concepts.
BAYESIAN BELIEF UPDATING
Bayesian Belief Updating
Beta-Binomial Conjugacy
MONTE CARLO ESTIMATION
Monte Carlo Estimation
Stochastic Convergence Analysis
PRE-FLOP RANGE ANALYSIS
Pre-Flop Range Analysis
GTO-Approximated Opening Ranges
GRAPH TRAVERSAL HEURISTICS
Knight's Tour
Warnsdorff's Heuristic
RESPONSE LATENCY ANALYSIS
Latency Calibration
Response Time Analysis
COMBINATORIAL SEARCH
The 24 Game
Combinatorial Search & Expression Trees