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🌱 Currently a Research Engineer at Sprints AI, building production-grade multi-tenant AI Learning Companion platforms with agent workflows, hybrid RAG, and neuroscience-inspired memory systems.
Parallelly conducting independent memory research through the LiveMem / THEN project - a stateful live memory extension that decouples model training from episodic memory ingestion and query-time recall. -
🛠️ With hands-on experience in freelancing, online tutoring, and contractor roles, I’ve delivered solutions across Machine Learning, Deep Learning, NLP, LLMs, autonomous agents, and production systems.
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🧑🏻💻 Right now I’m experimenting with PEFT techniques (LoRA/QLoRA/DoRA) beyond NLP - applying them to Computer Vision, Generative AI (recommendation systems, RAG pipelines), benchmarking & evaluation frameworks, and novel data representation systems.
"To the vector store, or the knowledge graph… maybe both, maybe something entirely new."
- Domain-Specialized AI Development - Embedding deep problem-domain knowledge into model architectures and workflows to maximize efficiency and minimize energy footprint.
- PEFT Beyond NLP - Extending LoRA-style adapters to Computer Vision, recommendation systems, RAG pipelines, and other modalities.
- Benchmarking & Evaluation Systems - Designing end-to-end suites for rigorously comparing domain-specific models on accuracy, latency, resource cost, and robustness.
- Novel Representation & Memory Learning - Exploring vector stores, knowledge graphs, hybrid approaches, and stateful live memory systems (LiveMem / THEN).
- Interpretability, Alignment & Safety - Probing decision paths, emergent behaviors, and guardrails (long-term Anthropic-style inquiry).
- AI ↔ Cybersecurity Integration - Securing ML pipelines (privacy, robustness) and embedding AI into security tooling.
- Computational Neuroscience & Brain-Signal ML - EEG/fMRI-driven models for real-time detection and medical applications.
Open to research collaborations, interesting problems, or deep discussions on memory systems and representation learning. Feel free to reach out!
📝 Blog | 🐦 X | 🤝 LinkedIn | ⚙️Portfolio
- 📫 How to reach me :
- 📧 Personal / Business contact : moh.z.ahmed007@gmail.com
- 📧 Academic contact: s-mohamedzayed@zewailcity.edu.eg
