ヾ(￣ ▽ ￣)
🌱 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.
👨💻 | About Me
- 🛠️ 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.
- 🧑🏻💻 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.”
🧠 Core Interests & Focus Areas
- 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!
🛠️ Languages and Tools
💻 Languages & OS
🔥 ML / DL Frameworks & Libraries
Plus: Pandas · NumPy · Matplotlib · Jupyter
🤖 Modern AI Stack (LLMs, RAG & Agents)
OpenAI API · LangChain · LlamaIndex · Qdrant · ChromaDB · vLLM · SGLang · HuggingFace Transformers
⚡ Backend & Orchestration
Plus: Celery · RabbitMQ · REST APIs · WebSockets
☁️ Cloud, DevOps & Databases
Plus: Kubernetes · Terraform · CI/CD · Nginx · MinIO
📫 Contact Me
| Platform | Link |
|---|---|
| 📝 Blog | mozayed007.github.io/mozayed-blog |
| 🐦 X / Twitter | @MoZayed007 |
| linkedin.com/in/mozayed007 | |
| ⚙️ Portfolio | portfolio.mo-zayed.com |
| 📧 Personal / Business | [email protected] |
| 📧 Academic | [email protected] |
🔥 My Stats
🕛 WakaTime
🏆 Badges
Holopin
Credly
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