Open to opportunities

Basil Reda

AI Engineer & Data Scientist

AI Engineer specializing in advanced RAG architectures, LLM post-training alignment (DPO, GRPO), and Reinforcement Learning integration.

Featured Projects

A selection of my most impactful AI and ML projects

FlexiHire

Generative AI & Agents

A dual-sided intelligent matching recommender system connecting job seekers and companies via multi-agent AI.

FastAPIQdrantSentence TransformersCrewAI+2

Serenity

Generative AI & Agents

An enterprise-grade, guardrailed conversational architecture with multi-agent orchestration and emotion classification.

LangGraphFastAPIPineconeBM25+4

Acoustic Scene Classification

Machine Learning & Audio

A GPU-accelerated PyTorch model for classifying environmental sounds using Mel-spectrogram feature extraction.

PyTorchtorchaudioWeights & BiasesPython

Scoutly AI

Generative AI & Agents

A multi-agent football recruitment platform that turns natural-language scouting queries into vetted, management-ready PDF reports.

deepagentsLangGraphAzure OpenAI GPT-4oFastAPI+4

Tamrena AI

Generative AI & Agents

A full-stack, multi-agent fitness platform that generates fully personalized training plans from a user's InBody body-composition scan.

LangGraphdeepagentsLangChainAzure OpenAI+8

Skills & Technologies

The tools and frameworks I use to build intelligent systems

Generative AI & Agents

LLMs (GPT-4, Gemini)LangChainLangGraphCrewAIRAG OptimizationPEFT (LoRA/QLoRA)

Machine Learning & RL

PyTorchTensorFlowScikit-learnXGBoostPPODPO/GRPODQNStable Baselines3

Data Engineering & Vector DBs

PandasPineconeQdrantChromaDBFAISSFeature Engineering

MLOps, Audio & Signal

DockerMLflowWeights & BiasesTorchaudioLibrosaOpenCV

Core Development

PythonFastAPIDjangoSQL (PostgreSQL)MongoDBLinux/BashGit

Analytics & UI Deployment

TableauPowerBIStreamlitGradioChainlitMatplotlib

Education

My academic background and achievements

Bachelor's Degree in Computer Engineering

Mansoura University

Mansoura, Egypt
Oct 2020Jul 2025

Faculty of Engineering – Computer Science Department

  • Graduation Project: FlexiHire (Dual-sided intelligent matching recommender system)

Let's Build Something Intelligent Together

Looking for an AI Engineer who can turn complex problems into production-ready solutions? Let's connect.