Things I've Built.
AI products, systems, and experiments designed to solve real-world problems.
Curio
An autonomous AI teaching assistant that listens, understands, and generates educational aids in real-time during lectures. It captures audio input, extracts semantic structures, and dynamically serves visual maps, quizzes, and summaries to students.
Your AI Co-Teacher, in Every Lesson.
Listening to: "Machine Learning Basics - Decision Trees and Entropy..."
Visual concept map linking Entropy with Information Gain.
1. What is entropy used to measure in decision trees?
- Information gain splits data
- Leaf nodes hold outputs
- Pruning prevents overfit
AI Interviewer
An AI-powered interviewer that conducts structured, adaptive, and unbiased interviews at scale. It responds to candidate answers dynamically, asks intelligent follow-ups, profiles coding competencies, and grades responses based on rubric constraints.
Explain how a binary search tree works? Implement a node struct and search algorithm.
LLM Evaluation Pipeline
A deterministic evaluation pipeline measuring relevance, completeness, hallucination, and latency on 150+ queries. Features modular loader-metrics-aggregator workflows, embedding caching, and local inference for 25% faster batch executions.
Healthcare RAG
A domain-specific RAG system for healthcare professionals to query medical databases and get accurate, annotated, and fully cited answers from complex clinical documentation.
How can I help you today?
Ask about diagnosis metrics, clinical guidelines or paper references.
MT5 Infrastructure
A low-latency infrastructure connecting quantitative Python trading pipelines to MetaTrader 5 terminals, featuring memory-mapped IPC, automatic order routing, and failover management.
Quantix
An algorithmic trading module that scans multiple asset markets for statistical price discrepancies, optimizes weights using mean-variance analysis, and places trade signals.
Cointegration Scanner
Every product is built with a focus on solving real problems.
Interested in engineering collaboration, specialized quantitative models, or custom educational AI solutions? Let's connect.