Tarek Ashraf

AI Engineer

Co-Founder & CTO @Parajob

ML Flow & Scikit-learn contributor

Projects

Here are some of the projects I've worked on.

AI Research Assistant

Intelligent assistant for answering research questions based on scientific papers using retrieval and generation.

AWS
Docker
Faiss
HuggingFace
LLM

My Clone

Personalized chatbot capable of contextual conversations powered by document retrieval.

LLM
RAG
ChromaDB
LangChain
OpenAI API

Customer Support AI Agent

Automated support agent for resolving customer queries with knowledge-based responses.

LangChain
JSON
RAG
OpenAI API
ChromaDB

RagBot

Domain-aware AI chatbot with retrieval-augmented responses from custom datasets.

LangChain
RAG
chromaDB
HuggingFace
LLM

Movies Recommender

System for suggesting movies based on user preferences and historical data.

Pandas
Flask
Numpy
K-Fold
Collaborative Filtering

Credit Card Approval Model

Prediction model for assessing the likelihood of credit card approval.

Pandas
Numpy
Scikit
Git
K-Fold
Classification

Boston Housing Proce Prediction

Estimation tool for predicting housing prices based on multiple features.

Python
Scikit-learn
SVM
Pandas
NumPy

Safe Intelligent Transportation

Real-time detection system for traffic events and potential road hazards.

Python
OpenCV
PyTorch
YOLOv8
RNN
Git
Streamlit

Signature Detection

System for identifying and verifying handwritten signatures in scanned documents.

Siamese Architecture
YOLOv5
Numpy
TensorFlow
OpenCV

Face Verification

Matching system for verifying identity through facial features.

OpenCV
Numpy
TensorFlow
YOLOv5
Siamese Architecture

Maze Runner

Autonomous robot navigation in a simulated maze environment.

ROS
Linux
Gazebo
TurtleBot3
Git
OpenCV
SLAM

Lunar Lander

Reinforcement learning agent for controlling a lunar lander in a simulated environment.

DQN
OpenAI Gym
TensorFlow
Reinforcement Learning

Talk with Me (Literally)

Hi! I am virtual Tarek. What do you want to know?