Data Science with less than a year in Data Analysis & Machine Learning
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Engineer and Data Scientist skilled in Python, ML/AI, and data analysis tools. Experienced in developing automation pipelines, reporting systems, and conducting exploratory data analysis for large-scale datasets. Proficient in machine learning models for natural language processing and computer vision, with a strong background in creating interactive dashboards and optimizing data workflows. Eager to apply technical skills and problem-solving abilities to drive data-driven decision-making and innovation.
Lebanese University
Data Science
August 1, 2022 – June 30, 2025
Ara Research & Consultancy
Data Scientist
September 1, 2025 – Present
Beirut, Beirut Governorate, Lebanon
Raseef22
Internship Data Analyst
January 1, 2025 – May 1, 2025
India
Park Inovation
Internship Full Stack
December 1, 2022 – April 1, 2023
India
GAN-Based Speech Enhancement System
June 1, 2026 – Present
Developed a GAN-based deep learning model to remove background noise from speech. Trained and evaluated using the VoiceBank + DEMAND dataset (PESQ, STOI, SNR). Built the user interface using Flask (backend), HTML/CSS/JavaScript (frontend).
Face Mask Detection with CNNs
June 1, 2026 – Present
Built a CNN-based classifier to detect face masks. Applied data augmentation and evaluated performance with confusion matrix and misclassification analysis.
Neural Machine Translation using Seq2Seq & BILSTM
June 1, 2026 – Present
Built a translation model using Seq2Seq LSTM and Bidirectional LSTM architectures. Preprocessed bilingual data, trained on English-French. Developed a simple Flask-based UI and Gradio for real-time translation.
Agentic RAG-Based University Chatbot with Voice Support
June 1, 2026 – Present
Built a context-aware chatbot using Agentic RAG with document retrieval, memory, and web search fallback. Used LLAMA 2 (13B, 4-bit) for response generation and FAISS with BGE embeddings for semantic search. Integrated Whisper for real-time speech-to-text transcription. Created a simple web server with Flask.
Machine Learning Specialization
Deep Learning.ai
June 1, 2026 – Present
Artificial Intelligence Certification Program
Zaka.ai
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects showcase a diverse interest in various AI/ML applications, from chatbots to speech enhancement and computer vision. Their professional experience in data science and data analysis, coupled with a full-stack internship, indicates adaptability and a broad skill set. The 'Scout Team Lead' role suggests a commitment to community and leadership, which can contribute positively to team dynamics. The target role of Data Science aligns well with their educational background and professional trajectory.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving skills through project work (e.g., Agentic RAG chatbot, GAN-based speech enhancement). Their experience in automating workflows and reporting systems indicates an operational mindset focused on efficiency. Collaboration with editorial teams and stakeholders suggests good teamwork and communication skills. The 'Scout Team Lead' role also points to leadership and organizational abilities.