I build software and train models, then question why they work.
Hi, I'm Syed Amaan
I build software and train models, then question why they work.
Hi, I'm Syed Amaan
First engineer at Riverline, mentored at DeepLearning.AI, interned in LLM research at IIT BHU, worked on a joint agritech project with TAU, built and sold software in college.
| Python, PyTorch, Transformers, XGBoost, Rust |
| LLM APIs, agent frameworks, vector databases, model context protocol |
| Next.js, TypeScript, Tailwind, FastAPI, PostgreSQL, Redis |
| AWS (S3, Lambda, RDS, ECS/EKS), Docker, Terraform, Airflow |
| User interviews, journey maps, product teardowns, metrics |
While at Riverline, Amaan contributed significantly to initiatives like the WhatsApp AI agent, building our in-house stack for multichannel campaign broadcasts, and exploring side initiatives such as multi-agent AI systems. The skills we admired most were his first-principles thinking and reliable work ethic.
Syed has plenty of project experience and wide-ranging interests that make him a great team player. He proactively tears down market-leading products and gives recommendations, which helps him excel as an innovator whether in-house or as a consultant. He is very receptive to ideas and well-prepared in asking questions.
You think like a product person, build like an engineer, and learn like a researcher.