I build systems that are measurably correct and demonstrably fair, from OpenStreetMap road closures at city scale to fairness auditing for deep models.
▸ Shipped a Google Summer of Code API, now used by the OpenStreetMap community
▸ Built the first GitLab Duo Agent on Green Software Foundation standards
▸ Engineered freight-data pipelines covering 285+ Chicago municipalities
▸ Published at ASE 2026, a NeurIPS 2023 workshop, and Springer ×2
Hiring for 2026? Start a conversation ↗
- TaxMR at UIC's RISC Lab: a metamorphic robustness benchmark for tax-answering LLMs, as ML research engineer under Prof. Saeid Tizpaz-Niari.
- Freight Toolkit at UIC's Urban Transportation Center: freight analytics for 285+ municipalities.
- Google Summer of Code 2025, completed: a road-closures API adopted by the OpenStreetMap Foundation.
- Production ML: GalaxyServe (MLOps), GalaxyOps (Kubernetes GitOps), TransitLake (Dagster lakehouse).
- FairLint-DL, accepted at ASE 2026: fairness debugging inside VS Code.
Every instrument, by category 
Languages
Machine Learning & Data
Frameworks & Tools
Cloud & DevOps
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Databases
Geospatial
The flagships. 40+ more are charted in the archive below.
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AI Agents and Skills
| Agent / Skill Set | What it is | Repo |
|---|---|---|
| FairGuard | Reusable Claude Code Agent Skills for investigative journalism, plus findings on 1M+ federal lobbying records and congressional press releases (2022-Q1 2026). Northwestern GAIN Challenge. |  |
| Lattice | AI-native venture-intelligence platform: a multi-agent LangGraph and Neo4j institutional-memory layer that extracts relationship graphs and semantic memory for VC firms. | |
Engineering and Platforms (MLOps · DevOps · Data)
| Project | What it is | Stack | Links |
|---|---|---|---|
| GalaxyServe | Production MLOps loop for a galaxy classifier: FastAPI serving, MLflow registry, Evidently drift detection, Prometheus/Grafana, and CI-gated champion/challenger retraining. | PyTorch, FastAPI, MLflow, Evidently | |
| GalaxyOps | Production-grade Kubernetes platform: Terraform + Helm + ArgoCD GitOps with kube-prometheus-stack, HPA autoscaling, chaos testing, and a 99.9% availability SLO. | Kubernetes, Terraform, Helm, ArgoCD | |
| TransitLake | Dagster medallion lakehouse for Chicago transit: GTFS, real-time vehicle positions, congestion, and weather into dbt models on DuckDB with 100+ data-quality checks. | Dagster, dbt, DuckDB, Great Expectations |  |
| CryptoNorm | Real-time crypto market-data normalizer and P&L/risk dashboard: async multi-exchange WebSocket ingestion normalized through Kafka with a Redis state cache. | Python asyncio, Kafka, Redis, FastAPI | |
Urban Analytics and Geospatial
| Project | What it is | Stack | Links |
|---|---|---|---|
| Freight Toolkit | CMAP regional freight analytics dashboard across 285+ Chicago municipalities (truck traffic, land use, crashes, emissions). UIC Urban Transportation Center, FTA FERSC initiative. | Next.js, FastAPI, MapLibre GL, PostgreSQL, Shapely |  |
| Optimal Congestion Zone Analysis | Framework for optimal congestion-pricing zone boundaries via OSM road networks, origin-destination trip flows, and graph-theory cut-edge optimization. UIC. | Python, OSMnx, NetworkX, GeoPandas |  |
Research and Data Mining
| Project | What it is | Stack | Links |
|---|---|---|---|
| Galaxy Morphology XAI | Systematic evaluation of Grad-CAM, LIME, Integrated Gradients, and GradientSHAP across four CNN architectures on galaxy datasets, using quantitative faithfulness metrics. | PyTorch, Captum, LIME, scikit-learn | |
| FairLend Miners | PySpark data-mining audit of racial and gender disparities in HMDA 2023 mortgage lending: standard vs epsilon-biased fair binning with FP-Growth and K-Means. | PySpark, FP-Growth, K-Means, Parquet |  |
Open Source
| Web / App | Demo | Contribute |
|---|---|---|
| Green Pipe | - | |
| FairLint-DL VSCode Extension |  |
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| Temporary Road Closures API and Database |  |
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| DSAverse | |
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| DSA-30 | |
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AI / ML Web Apps
| Web App | Front End | Back End (Server / Database) | ML (Model / Dataset / Library) | Live Demo | Repo |
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| Real Estate AI | Next.js, Tailwind CSS | Fast API, SerpAPI, Zillow API, Google Cloud Run | Hugging Face, OpenAI | |
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| Multi Document Agent | Next.js, Tailwind CSS | Fast API | Llama Index, OpenAI | |
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| FitSphere | Next.js, Tailwind CSS | Fast API, MongoDB, Node.js | OpenCV, OpenAI | |
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| Ascend AI | Next.js, Tailwind CSS | Fast API, MongoDB | OpenCV, Transformers, OpenAI, Librosa | |
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| PhishiFence | Next.js, Tailwind CSS | Fast API, WhoisDB, Chrome Extension, Selenium | OpenCV, Transformers, OpenAI, LightGBM | |
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| SwarBhaav | Next.js, Tailwind CSS | MongoDB, Fast API, Node.js | Librosa, Transformers, OpenAI | |
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| Attire AI | Next.js, Tailwind CSS | Flask | Langchain, Stable Diffusion, NLTK, Llama | |
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| Reflections | Next.js, Tailwind CSS | MongoDB, Fast API, Prisma | BERT, NLP, Recommender, Summarizer | |
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| Home Ginie | Next.js, Tailwind CSS | Fast API | Linear Regressor, US Housing Dataset | |
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| The One Finder | Next.js, Tailwind CSS | MongoDB, Fast API, Node.js | Recommender | |
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| Social Vision | Next.js, Tailwind CSS | MongoDB, Fast API | Recommender, WordCloud, Sentiment Analysis, Twitter Dataset | |
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Web Projects
| Web App | Front End | Back End | Live Demo | Repo |
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| Chatzy | Next.js, Tailwind CSS, Typescript | Express.js, Node.js, DiceBear API |  |
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| RealEstate360 | Next.js, Tailwind CSS, Grunt, Three.js | MongoDB, Cloudinary, Node.js, FastAPI | |
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| Bid Bazaar | Next.js, Tailwind CSS | MongoDB, Cloudinary, Node.js, Flask | |
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| Coupon Vault | Next.js, Tailwind CSS | MongoDB, Fast API, Node.js | |
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| Power Up | React, Tailwind CSS | Node.js, MongoDB, API's |  |
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| First Paper | Next.js, Tailwind CSS | ArXiv Dataset | |
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| Moviescape | React, Tailwind CSS | TMDB |  |
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| Edu-Sys | React, Tailwind CSS | Node.js, MongoDB | |
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| Healthy Me! | React, Tailwind CSS | Node JS, MongoDB | - | |
| To Do App | React, CSS | Node.js, MongoDB | |
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| Emoji Nation | React, CSS | API | |
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| Daily Newsletter Signup | HTML, CSS, Bootstrap, JS | Node.js |  |
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| Personal Blog | HTML, CSS, JS | Node.js (Express, EJS) | |
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| Weather Today | HTML, CSS, JS | Node.js | |
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| Simon Game | HTML, CSS, JS | - |  |
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| Image Gallery App | HTML, CSS, JS | LocalStorage | |
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| Random Quote Generator | HTML, CSS, JS | - | |
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| Simple Calculator | HTML, CSS, JS, jQuery | - | |
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Python Projects
| Python App | Concept / Libraries Used | Demo | Repo |
|---|---|---|---|
| Background Image Remover | Flask, HTML, Rembg | - | |
| Cold Emailing | Flask, HTML | |
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| GRE Words App | OOPS, Pandas, Tkinter | |
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| Pong Game | OOPS, Tkinter | |
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| Indian States Game | Tkinter, Pandas | |
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| Snake Game | OOPS, Tkinter | |
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| Pomodoro Technique Timer | Tkinter | |
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| Proctor It! | OpenCV, Tkinter, MySQL | - | |
| Mail Merger | File Handling | - | |
| NATO Alphabet Generator | Pandas | - | |
| Hirst Painting | Tkinter | |
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Java Project
| Desktop App | Concept / Libraries Used | Repo |
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| Electricity Billing System | Java Swing | |
Note
Some older demos have retired backends; the code tells the full story.
9 papers and reports; peer-reviewed at ASE 2026, NeurIPS 2023, and Springer ×2.
| Publication | Venue | Year | Links |
|---|---|---|---|
| FairLint-DL: An IDE-Native Tool for Fairness Debugging of Deep Learning Software | ASE 2026 (accepted) | 2026 |  |
| Auditing Discriminatory Patterns in Mortgage Lending Through Association Rules and Fair Binning | arXiv · cs.CY / cs.DB / cs.LG | 2026 | |
| Responsible AI for Scientific Discovery: Explainability for Galaxy Morphology Classification | UIC Technical Report (submitted to SKAI 2026) | 2026 | |
| Measuring and Mitigating Toxicity in Large Language Models: A Comprehensive Replication Study | UIC Technical Report | 2025 | |
| Coordinated Amplification and Misinformation Detection in Global YouTube Conflict Narratives | UIC · CS 418 | 2025 | |
| Benchmarking Algorithms for Heterogeneous Treatment Effect Estimation in Networks | UIC Technical Report | 2024 | |
| Ascend.AI: Facial Expression, Tone, and Pitch Analysis with Chatbot Guidance | ICDSA 2024 · Springer (peer-reviewed) | 2024 |  |
| Multiagent Simulators for Social Networks | NeurIPS 2023 · MASec Workshop (peer-reviewed) | 2023 |  |
| Leveraging CNNs and Ensemble Learning for Automated Disaster Image Classification | ICSISCET 2023 · Springer (peer-reviewed) | 2023 | |
| Institution | Degree | Period | Highlights |
|---|---|---|---|
| University of Illinois Chicago | M.S. Computer Science | Aug 2024 - May 2026 | GPA 3.7 / 4.0 · NLP, Data Science, Algorithmic Fairness, Responsible AI |
| University of Mumbai (Thadomal Shahani Engineering College) | B.E. Information Technology | Feb 2021 - May 2024 | CGPA 9.32 / 10 · DSA, Theory of Computation, ML, Data Mining, Image Processing |
Open to Software Engineering, AI/ML, and Full-Stack roles · 2026.
