Experience

Research, Internship and Professional Experience

Academic degrees are separated into the Education page. This page focuses on research appointments, internships, and professional work.

Summer 2021–Summer 2025

Investigated computational models stronger than Turing Machines for computable real functions.
Compared theoretical parallel models with analog models such as GPAC.
Studied computability and complexity of real numbers and functions.
Investigated real-function computability using Oracle Pointer Machines.
Explored learning-rate optimization effects on meta-learning models.

Fall 2024–Present

Investigating clustering approaches in magnetocaloric materials.
Studying machine learning algorithms in magnetocalorimetry.
Developing reliable ML practices for magnetocalorimetry.
Creating accessible visualizations and presentations for research findings.

Sep 1–Sep 30, 2024

Developed AI/ML models for research.
Unveiled patterns in magnetocaloric response.
Analyzed chemical composition and magnetocaloric response.
Explored material compositions and temperatures.
Identified promising magnetocaloric materials.

Sep 2024–Jan 2025; May 2025–Jan 2026; May–Jul 2026

Collected and managed spatial/non-spatial environmental datasets.
Designed and validated supervised/unsupervised models.
Developed software applications for agronomic and geospatial problems.
Analyzed Landsat-8/9 imagery and Digital Elevation Models.
Integrated NASA Weather API, soil surveys, and water sensor data.
Collaborated with agronomists, soil scientists, and remote-sensing specialists.

May 16–Aug 25, 2024

Validated environmental data models.
Applied supervised and unsupervised learning.
Designed and maintained data science software applications.
Managed large environmental/geospatial databases.
Produced reports and visualizations.
Led independent project components within cross-functional teams.

Spring 2018–Summer 2020

Developed meta-heuristic framework for RSMT problems.
Studied meta-heuristics in VLSI global routing.
Implemented PIO and GPSO for approximate RSMT solutions.
Developed Extended Nucleic Acid Memory.
Constructed Varibox encryption/decryption algorithm.
Contributed to EMBA authentication survey.