Projects

Bone‑conducting navigation headset prototype for the visually impaired (ESP‑32 camera modules) — capstone, patent‑track.

IEEE Access implementation: bank‑transaction anomaly detection via Gradient‑Boosted Federated Learning (privacy‑preserving).

BERT fine‑tuned to detect depression/suicidal ideation signals from text — reproducible NLP training + evaluation pipeline.

CoCoNet’23 lightning talk materials on quantum computing trends and cryptography impact (post‑quantum context).

Modular C++ graph‑algorithm library (BFS/DFS, shortest paths, MST, topo sort) with Python‑callable bindings for reuse in analytics workflows.

Lambda‑style pipeline for tweets using Kafka + Spark Streaming and batch jobs — real‑time insights with historical recomputation.

A quiz management system in Java using Model‑View‑Presenter for maintainability — create, administer, and attempt quizzes with clean separation of concerns.

Convolutional neural network implementation for CIFAR‑10 with training pipeline, evaluation, and experiment‑ready structure.

Interpretable churn model using decision trees — feature engineering, evaluation, and explainable split logic for actionable retention insights.

A compact, educational Kafka‑like broker in Python: topics, producers/consumers, and message flow — built to understand distributed log systems from the inside.

IMDb dataset loaded into MySQL with optimized queries and a Streamlit UI for exploration — a full data‑to‑app workflow.

Time‑series modeling with HMMs to infer market regimes and forecast behavior — a probabilistic approach to noisy financial data.

Efficient string matching inspired by BWA: Burrows–Wheeler transform + alignment concepts — algorithmic rigor with real bioinformatics flavor.

Simulation of 5G network slicing across eMBB, mMTC, and URLLC with dynamic resource allocation and performance metrics.

Linux kernel module that lists running tasks (PID, state, parent) for a real‑time process‑tree snapshot — built to learn kernel internals hands‑on.

Full‑stack entertainment hub for music, comics, and manga — modern front‑end experience with robust backend support.

Feature‑rich Python text editor built as a software‑engineering showcase — tied to an award‑winning paper (IEEE MRTM 2023).