Practical innovation
New technology matters when it improves a real workflow, decision, or outcome.
About FK Solutions
A product company for practical intelligence.
We build AI-powered software around operational problems that deserve clearer, more capable systems.
Technology earns its place when it makes work clearer.
FK Solutions focuses on understanding the real structure of a problem before choosing the technology. That means studying workflows, decisions, constraints, and information—then building the smallest coherent system that can create meaningful value.
Our work sits at the intersection of AI-driven product development, scalable software, and continuous experimentation.
Product thinking
We consider the complete system: people, process, interface, data, and long-term operation.
Technical clarity
Good architecture should make a product easier to evolve, secure, and understand.
Continuous experiments
Research stays connected to working prototypes and testable assumptions.
Founder & Technical Lead
Faris Mohamed Kishtah
AI/ML Engineer · RAG & Generative AI Systems · Full-Stack Python · MLOps
Faris is a Computer and Intelligent Systems Engineering student and AI/ML engineer focused on building production-oriented RAG, LLM, MLOps, and full-stack AI platforms. His work spans generative AI, document intelligence, manufacturing systems, medical AI, autonomous agents, and business software.
Cairo, Egypt
Experience highlights
Applied learning. Production-oriented practice.
Samsung Innovation Campus
AI & Machine Learning
Applied machine learning, statistics and data visualization, regression, classification, clustering, deep learning, NLP, RAG, and agentic AI.
EDRAK Software Company
Generative AI & RAG Intern
Multimodal RAG, FAISS, LangChain / LCEL, audio and video transcription, timestamped Q&A, and backend, integration, and end-to-end testing.
Technical capabilities
A connected engineering toolkit.
Capabilities are grouped by the systems they help build—not presented as a logo wall.
AI / Machine Learning
PythonTensorFlowscikit-learnDeep LearningComputer VisionModel Evaluation
Generative AI
LLMsRAGGraphRAGLangChainHugging FaceFAISSChromaDBEmbeddingsBM25AI AgentsOllamaPEFT / LoRAQuantization
Backend & MLOps
FastAPIPostgreSQLpgvectorRedisMLflowDockerGitHub ActionsJWTRBACModel MonitoringDrift DetectionNginx
Frontend
ReactTypeScriptNext.jsTailwind CSSStreamlit
B.Sc. in Computer and Intelligent Systems Engineering
Faculty of Engineering & Technology · Future University in Egypt
Research deliberately.
Build responsibly.
Ship what matters.
Start a conversation
Work with us Have a problem worth solving?
Let’s explore how software and AI can turn it into a scalable product.