🚀 AI Researcher & Software Engineer
💡 Building at the intersection of Machine Learning, Reasoning, and Systems Design.
🌍 Based in California
- 🎓 I’m passionate about AI safety, interpretability, and reasoning-efficient LLMs.
- 🔬 My work explores subthought decomposition, robust watermarking, and graph-inspired transformer sparsity.
- 💼 Experienced in full-stack software, automation tools, and quantitative systems.
- 🌱 Currently experimenting with causal reasoning in synthetic data generation and step-level analogical RAG.
| 🔬 Project | 💡 Description | 🧰 Tech Stack |
|---|---|---|
| analyze_subthoughts | Toolkit for analyzing subthoughts and intermediate reasoning in LLMs. | Python, Jupyter, NumPy, LLM Tracing |
| robust-watermarking | Research on resilient watermarking for generative models. | Python, Transformers, Adversarial ML |
| AdvancedGenerativeLearning | GAN architectures for multimodal unsupervised generation. | TensorFlow, GANs, VAE |
| AdvancedReinforcementLearning | Reinforcement learning with Gym + TensorFlow. | Python, OpenAI Gym, TensorFlow |
| TransformerLearning | Hands-on experiments with transformer architectures for NLP. | PyTorch, NLP, Seq2Seq |
| 💻 Project | 🧩 Description | 🧰 Tech Stack |
|---|---|---|
| Legal-Assist-Pro | AI-powered legal assistant for document understanding and automation. | TypeScript, Next.js, OpenAI API |
| Pellucid | Experimental Python app for clarity in visualizing AI reasoning. | Python, Flask, DataViz |
| TradingBots | Algorithmic trading bots leveraging RL and time-series models. | Python, Pandas, RL |
| smilecook | Large API project to master backend development. | Python, FastAPI, SQLAlchemy |
| rockPaperScissors | Multiplayer socket-based game engine. | Python, Sockets, Networking |
- 🧮 Mathematical reasoning in LLMs — improving logical consistency via subthought embedding.
- 🌐 Web agents — studying security vulnerabilities and failure modes.
- 🧬 Synthetic data quality — mitigating long-tail collapse in generative data distributions.
- ⚙️ Efficient Transformer architectures — leveraging graph-theoretic sparsity.
Python · C++ · TypeScript · React · PyTorch · TensorFlow · Next.js · Node.js · OpenAI API · LangChain · Docker · MongoDB
- 🌟 GitHub Starstruck achievement
- 🧩 Contributed to open-source AI and LLM tooling projects
- 🧠 Published research on LLM reasoning efficiency and alignment techniques
📧 [anaphade@andrew.cmu.edu]
💼 LinkedIn
🌐 OpenAlign