Projects

Here are some of the projects I've built, highlighting my skills in problem-solving and innovative solutions. These showcase my passion for technology and continuous learning. Client projects cannot be shared due to confidentiality.

Skin Cancer Classification

Developed a deep learning model using EfficientNet-B0 and an MSVM hybrid approach for classifying skin lesions. Integrated XAI techniques (Grad-CAM, SHAP, LIME) for interpretability. Included ABCD and GLCM feature extraction methods.

EfficientNet
MSVM
PyTorch
XAI
ABCD
GLCM

Voice-to-Text Summarizer

Built a real-time voice summarization system using HuBERT for speech recognition, BERT for extractive summarization, and Mistral + BART for abstractive summaries. Streamlit interface with NeBius API support.

HuBERT
BERT
Mistral
BART
Streamlit

English–Urdu Neural Machine Translation

Implemented a translation system using RNN, LSTM, BiLSTM, and Transformer models. Evaluated performance using BLEU score. Trained on parallel English–Urdu corpora.

RNN
LSTM
Transformer
BLEU

E-commerce Sales Dashboard

Built a sales analysis dashboard using Power BI. Integrated Amazon dataset from Kaggle and visualized key performance indicators, sales trends, and customer behavior for decision making.

Power BI
Pandas
Kaggle
Amazon Dataset

Solar Power Forecasting

Created a forecasting model to predict solar energy generation using weather variables (humidity, pressure, radiation, temperature). Used Gradient Boosting and Linear Regression. R² score up to 80%.

Gradient Boosting
Linear Regression
Pandas
Matplotlib

Travel Chatbot

Developed a smart travel assistant chatbot with intent classification, NER, and dialogue management. Built using spaCy, scikit-learn, and Streamlit. Supports multi-intent and context-aware responses.

spaCy
Scikit-learn
NER
Streamlit
NLP

Real Estate Analytics Dashboard

Built a Power BI dashboard integrating data from Airbnb, Hospitable, Wheelhouse, AirDNA, and internal CRM. Delivered deep insights into pricing, occupancy, and revenue trends.

Power BI
AirDNA
Wheelhouse
Excel
CRM

Blog Automation with Make.com

Automated blog content workflows using Make.com and Google Sheets. Enabled scheduled publishing, AI content suggestions, and SEO reporting pipelines without code.

Make.com
Google Sheets
Automation
No-Code