My Projects

A selection of my work in AI and Machine Learning.

AutoSQL: Text-to-SQL Query Generation
AutoSQL: Text-to-SQL Query Generation
ongoing

Aug. 2024 – May 2025

Fine-tuned LLM with RAG for Complex SQL Queries over Large Databases

Python
PyTorch
Transformers
deepseek-instruct-coder
LoRA
QLoRA
RAG
FAISS
BM25
FastAPI
ONNX
TorchScript
SQL
NumPy
SentencePiece
MLflow

TransLingua: English-To-French Machine Translation
TransLingua: English-To-French Machine Translation
completed

Apr. 2024 - Aug. 2024

End-to-End Machine Translation System with a Transformer Model

Python
PyTorch
Transformers
HuggingFace
BERT
CUDA
FastAPI
React
TypeScript
Firebase
Pandas
NumPy
Scikit-learn

FineTune: LSTM-Based Piano Music Generator
FineTune: LSTM-Based Piano Music Generator
completed

Jan. 2024 - Mar. 2024

Innovative Music Generation with Artificial Intelligence

Python
Keras
TensorFlow
Music21
NumPy
h5py
RNNs
LSTMs

Sign-a-Line: Real-Time American Sign Language Recognition
Sign-a-Line: Real-Time American Sign Language Recognition
completed

December 2023

Computer Vision for Empowerment and Accessibility

Python
TensorFlow
Keras
OpenCV
MediaPipe
gTTS
NumPy
Pandas

DocuWise: Intelligent Document Analyzer
DocuWise: Intelligent Document Analyzer
completed

Sep. 2023 - Dec. 2023

An AI-powered tool to extract key information and insights from unstructured documents using advanced NLP techniques

Python
TensorFlow
NLP
AWS S3
Docker
Flask
React
BERT
Transformers

Predictron
Predictron
completed

Jun. 2023 - Sep. 2023

Advanced machine learning solution for predicting equipment failures in manufacturing environments, enabling proactive maintenance strategies

Python
Scikit-learn
Pandas
IoT
GCP
TensorFlow
Time Series
LSTM
Random Forest

Imaginoir
Imaginoir
completed

Mar. 2023 - Jun. 2023

A sophisticated generative adversarial network (GAN) that creates unique abstract art pieces based on user prompts and style preferences

Python
PyTorch
GANs
Creative AI
Streamlit
DCGAN
StyleGAN2
Computer Vision

Show More from GitHub

Explore other projects and contributions directly from my GitHub profile.

Have a Project in Mind?

If you're looking for expertise in AI/ML for your next project, or have a challenging problem to solve, I'd love to hear about it.