Below is a directory of my engineering work, separated by scale and intent. Click into any project for a rigorous breakdown of the problem statement, feature engineering, models tested, evaluation metrics, and complete system architecture diagrams.
Machine Learning Systems
Placement Predictor ML System
An end-to-end machine learning pipeline predicting student placement outcomes based on historical and academic profiling data using Random Forest.
Explore Architecture →Predictive Modeling for Agriculture
Identified the single soil feature that best predicts crop type using classification models to reduce laboratory testing costs for global farmers.
Explore Architecture →Data Analytics & Business Logic
Netflix Movies Data Analysis
Exploratory data analysis investigating the downward temporal trend of feature film runtimes to establish strategic production constraints.
View Project Details →Data Storytelling: College Majors
Explored extreme employment and salary variance across 170+ college majors to visually guide incoming high school graduates.
View Project Details →Remote Work Case Study
Translated HR telemetry and productivity markers into explicit K-Means workforce segments to define optimal remote policies without relying on biased anecdotes.
View Project Details →Personal Finance Automation
Designed a dynamic dashboard standardizing transaction data from unconstrained forms to visualize metrics, trends, and financial distributions.
View Project Details →LLM Systems & AI Utilities
OpenAI API Travel Assistant
Constructed a deterministic Travel Assistant constrained heavily via few-shot injection to guarantee structured JSON output routing queries locally in Paris.
View Project Details →AI Book Scanner Automation
Automated visual logging building a robust pipeline that extracts structured JSON metadata from shelf imagery transmitted via Telegram.
View Project Details →Goal Finisher GPT
Developed a specialized conversational agent strictly engineered to enforce temporal guardrails and step-by-step guidance for human task completion.
View Project Details →