SYED_ALI_FARAZ.PORTFOLIO
GITHUBLINKEDINUPWORK

MACHINE LEARNING ENGINEER

I train models. Then I make them work for a living.

Six deployed projects spanning computer vision, NLP, and classic ML. Each card below is a spec sheet for a live, working system — launch it directly or read the source.

6 SYSTEMS IN PRODUCTION

// PROJECT_INDEX

DEEPFAKE_DETECTOR

LIVE

Classifies uploaded face images and video as real or AI-generated, with a confidence score and frame-sampling for video.

Task
Binary Classification
Architecture
EfficientNet-B0
Dataset
100k+ labeled faces
Stack
PyTorch · FastAPI · Next.js
LAUNCH ↗SOURCE ↗

PICASSIFY

LIVE

Transforms any photo into stylized artwork by blending it with a chosen painting's style, using neural style transfer.

Task
Neural Style Transfer
Architecture
VGG19 (pretrained)
Dataset
User content + style pairs
Stack
PyTorch · Streamlit
LAUNCH ↗SOURCE ↗

NEURAL_LENS

LIVE

Real-time image recognition across 1,000+ object categories, built on a MobileNetV2 backbone.

Task
Image Classification
Architecture
MobileNetV2
Dataset
ImageNet-pretrained
Stack
TensorFlow · FastAPI · Next.js
LAUNCH ↗SOURCE ↗

DIABETES_DETECTOR

LIVE

Predicts diabetes risk from clinical metrics, with real-time probability scoring and downloadable reports.

Task
Risk Classification
Architecture
Random Forest
Dataset
Clinical health metrics
Stack
scikit-learn · Streamlit
LAUNCH ↗SOURCE ↗

SENTIMENT_SENSE

LIVE

Aspect-based sentiment analysis dashboard detecting business topics (food, service, price) and emotional context in real time.

Task
Aspect-Based Sentiment Analysis
Architecture
DistilBERT + BART (zero-shot)
Dataset
Business feedback text
Stack
Transformers · Streamlit
LAUNCH ↗SOURCE ↗

AETHERQUANT

LIVE

Crypto market trend classifier analyzing 24 technical indicators (RSI, MACD, VWAP) via live market data.

Task
Market Trend Classification
Architecture
XGBoost
Dataset
Yahoo Finance (24 indicators)
Stack
Pandas · Plotly · Streamlit
LAUNCH ↗SOURCE ↗