Full-stack IR engine with Scrapy crawler, TF-IDF inverted index with cosine similarity and semantic k-NN search (word2vec, FAISS), Flask query processor with Top-K ranking, NLTK spell correction, and WordNet expansion.
A web application for visualizing Illinois Tech course dependencies as a graph.
Actively developing a Python library implementing mathematical algorithms from coursework: graph algorithms, stochastic processes (Brownian motion, Markov chains, SDEs/SPDEs), optimization (gradient descent variants, simplex), abstract algebra, and reinforcement learning.
A distributed Monte Carlo RL framework that simulates ocean plastic drift and aggregates results from volunteer clients for large-scale model optimization, earning 3rd place in the Grainger Computing Innovation Prize.
Collection of projects exploring natural language processing techniques, including semantic parsing, sentiment analysis, and neural language models. Coursework from AI Language Understanding class.
A powerful orchestration agent designed to manage and coordinate multiple AI agents. Provides users with a unified chat experience, allowing seamless interaction with various specialized AI agents through a single window.
Dr. Igor Cialenco
NSF-funded research using multi-agent reinforcement learning to study equilibrium behavior and policy outcomes in stochastic groundwater markets
Institute for Pure and Applied Mathematics (IPAM)
Extended Kalman filtering for airport surface localization, fusing GPS, radar, and computer vision
Dr. Michael Pelsmajer
Developing a Monte Carlo Markov Chain sampler for hypergraphs and multi-hypergraphs
Illinois Institute
of Technology
Held office hours and graded for 'Geometry for Architects' and 'Intro to Calculus'
Illinois Institute
of Technology
Tutoring students across a broad range of advanced mathematics courses
PeopleStrong Technologies
Built RAG-based ticket resolution for 1,000+ employees, cutting index testing time by over 50x
PeopleStrong Technologies
Designed, deployed, and A/B tested an agentic LLM chatbot integrating 5 RAG systems
Listed as a researcher on the AquaStoch project site, Dr. Igor Cialenco's group working on stochastic models for water rights and aquifer systems.
Featured in the Chicago Area Undergraduate Research Symposium 2026 proceedings booklet.
Featured in the Institute for Pure and Applied Mathematics (IPAM) LinkedIn post for Team Aerospace.