Projects on Ujwal Kandi

TRIBUNAL: A Machine Court for Production Incidents

Mon, 01 Jan 0001 00:00:00 +0000

Built an adversarial AI court for production incidents, where Prosecution, Defense, and Judge LLMs argue each fix before a ruling.
Rulings pass a Flink-enforced human veto window, then become Kafka precedents that future hearings must argue against.
Developed at the Cursor Austin × AITX Hackathon as a successor to A.I.D.E., using Next.js, TypeScript, Claude structured outputs, Zod, and Supabase pgvector, with cases drawn from real Airflow and dbt failures.

FlipFinder Pro: Real-Time AI for Car-Flip Profit Detection

Mon, 01 Jan 0001 00:00:00 +0000

Built for the Databricks Free Edition Hackathon — an ML and anomaly-detection model that analyzes used-car data, predicts market values with 89%+ accuracy, and surfaces high-profit flip opportunities.
Developed an interactive analytics dashboard that reveals flip scores, risk levels, profit potential, and $20M+ worth of opportunities.

A.I.D.E. - AI Diagnostic Engine

Mon, 01 Jan 0001 00:00:00 +0000

Built an AI tool to analyze logs locally, identify issues, and provide diagnostic reports.
Utilized Llama models on Groq, implemented RAG with ChromaDB, and created visualizations with SciPy for enhanced analysis.
Developed the initial prototype at the ATX Llama Hackathon hosted by Meta, where I used the Llama Stack for on-device intelligence.

Customer Characterization & Profiling using Agglomerative Clustering

Mon, 01 Jan 0001 00:00:00 +0000

Conducted comprehensive analysis of client habits, demographics, and marketing responses using different clustering techniques.
Opted for Agglomerative Hierarchical Clustering, gaining deeper insights into distinctive customer segments.

Smart Air Quality Monitoring: IoT Sensors on M5StickC Plus

Mon, 01 Jan 0001 00:00:00 +0000

Developed a Smart Air Quality Monitoring System using M5StickC Plus, AT6558 GPS, and SGP30 Gas Sensor, seamlessly integrated with Qubitro.
Conducted live demonstrations with threshold alerts, showcasing the system’s ability to detect harmful gases.

Archive - Photography Portfolio

Mon, 01 Jan 0001 00:00:00 +0000

A curated collection of moments captured through my lens. Dive into a world of vibrant landscapes and sleek rides, each shot infused with the energy and chaos of my imagination.

ujwalkandi.in

Mon, 01 Jan 0001 00:00:00 +0000

(the website you are currently on)

Deployed website to IPFS using Fleek: https://black-frog-5099.on.fleek.co/
Uses JAM Stack - Javascript APIs Markup.
Uses Hugo (theme PaperMod) to render Markdown pages.
Vercel’s Serverless for APIs and loading badges with image-proxy.
For analytics I use Panelbear.com.

EnDe-K

Mon, 01 Jan 0001 00:00:00 +0000

Python code for implementing Encrypting File System (EFS) using Modular Key framework.

Dashboard on Drug Cartels' Activity across Mexico

Mon, 01 Jan 0001 00:00:00 +0000

Extracted data of 10 drug cartel’s drug traffic activity spanning over 20 years.
Analyzed shifts in their territory and impact over each state from 1989 to 2010.

Financial Impact of Presidential Tweets on Stock Markets

Mon, 01 Jan 0001 00:00:00 +0000

Research Paper 📑

Correlation Viz

Scrapped vital tweets of world leaders from a Tweet Archive and analyzed their financial impact on global stock markets.
Applied several Data Visualization techniques to indicate the correlation between the two factors.

Archaeological Sites with Mayan Inscriptions

Mon, 01 Jan 0001 00:00:00 +0000

Visualized a dataset of 334 newly discovered sites across Mesoamerica that expands the known territory of the Mayan civilization.
Mapped lat-long coordinates to sites that lacked GPS values through geocoding.

Real-Time Face Recognition with Raspberry Pi 3

Mon, 01 Jan 0001 00:00:00 +0000

Developed model using OpenCV, Numpy, Dlib and implemented with Raspberry Pi 3.
Provides real-time confidence score of the faces recognized.

Deaths during the LA Riots of 1992

Mon, 01 Jan 0001 00:00:00 +0000

Acquired statistical data on homicides & other riot-related deaths from the official investigation records of LAPD, LASD, and LA Times.
Also gathered data from the building records of LADBS on properties that were destroyed by arson during the riots.

the Note Making Project 📝

Mon, 01 Jan 0001 00:00:00 +0000

Implemented Optical Character Recognition using MATLAB as part of the Note Making Project.