DIME
A reinforcement learning environment where language models operate distributed infrastructure, observe consequences, and learn to recover.
Python · OpenEnv · Qwen3 · FastAPI
Source code · Fine-tuned model · Watch the demo
Open to research & collaborationsAI/ML ENGINEER & RESEARCHER
Intelligence,
beyond the
obvious.
I’m Naseer Hussain (Nonseer) — an AI/ML engineer and researcher turning a curiosity for new architectures into systems that actually work.
Explore my work
LATENT SPACE / AN
EXPLORATION
Ideas,
made real.
From a question in a paper to a system you can run.
A
selection of things I’ve built and explored.
cllm
A portable, hardware-aware LLM ecosystem that runs local models from a USB drive or directory.
Python · GGUF · Local inference · Cross-platform
Source codeH₂ Quantum
An interactive molecular simulation laboratory connecting classical quantum chemistry with quantum algorithms.
Qiskit · PySCF · Python · Streamlit
Source code · Reference paperACM AI
A syllabus-aware document pipeline that turns Google Classroom materials into structured academic context.
Qwen · PostgreSQL · LangChain · FastAPI
Source codeHealthSecure
Patient-controlled medical records with decentralized storage and verifiable integrity.
Next.js · Django · IPFS · Quai Network
Source codeLevoks
A visual builder that turns connected frontend, backend, and API canvases into a full-stack codebase.
Next.js · Node.js · Zustand · Docker
AN ONGOING COLLECTION, NEVER
FINISHED.More on GitHub
The questions
keep changing.
I read, reproduce, and build to understand what comes next. These are the threads I keep pulling.
Follow the experimentsAgents that learn by doing+
Beyond answering questions: environments where models act, receive feedback, and deal with the consequences. Exploring reinforcement learning, verifiable rewards, and agent evaluation through DIME.
Explore DIMEIntelligence without the cloud+
Efficient local inference, portable runtimes, and models that adapt to real hardware. cllm explores what AI can look like when it travels with you.
Explore cllmArchitectures worth questioning+
Reasoning models, retrieval-augmented systems, and fine-tuning workflows. The goal is to understand the design choices behind a model, then test where they hold up.
Explore ACM AIA little quantum curiosity+
Reproducing quantum chemistry formulations and exploring VQE and phase estimation for hydrogen. A hands-on way to understand a very different kind of computation.
Explore H₂ QuantumNASEER HUSSAIN / NONSEER
A mind full of “what if?”
A little more about me.
Curiosity is
the constant.
I learn best in the company of people who ask different questions. Some days I’m deep in a paper or debugging an experiment; on others, I’m helping a peer make sense of a model. Sharing the process matters to me as much as the finished build.
Agent environments, efficient local models, and emerging architectures.
Where I build & contribute.
Next Tech Lab
Oct 2024 — PresentAI/ML Engineer · Building & guiding peers
A student-built, student-run R&D community at SRM University AP. Its teams explore AI/ML, software development, robotics, AR/VR, and security.
- I build RAG applications and prototype diffusion and reasoning models, taking experiments from an idea to a working demo.
- I guide peers through model choices, implementation, and debugging, while building alongside them in projects, lab sessions, and hackathons.
Contributor · Learning in public
Working on issues around OpenVINO and Hive, exploring existing codebases, and contributing through fixes and reproducible tooling.
- Built a containerized log analyzer for the HSF GSoC 2025 first-round evaluation.
- Keep experiments and project code versioned and modular so other builders can inspect, run, and build on the work.
B.Tech Computer Science · AI & ML
Studying the foundations of computing and machine learning, and testing that understanding through research experiments, systems projects, and collaborative builds.
Ideas grow
when shared.
when shared.
Peer-led sessions, shared debugging, and prototypes built together. The lab gives us a place to ask questions out loud, test ideas, and help each other get further.
VibeCraft winner HealthSecureHackSRM winner Levoks
What are you
thinking about?
A research idea, a hard problem, or something worth building.
I’d
love to hear it.