Skip to content
View x5cgntw49w-cell's full-sized avatar

Block or report x5cgntw49w-cell

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
x5cgntw49w-cell/README.md

Luqman Arshad

Third-year BSc Artificial Intelligence student at Harbin Engineering University, graduating in July 2027. I build AI systems around mathematical reasoning, computer vision, generative models, and machine-verifiable evaluation.

I am currently seeking paid AI/ML, computer vision, and generative AI internships.

View my engineering portfolio

Flagship projects

Project Engineering focus
Model Observatory Dependency-light classification evaluation toolkit with calibration, selective risk, subgroup analysis, drift diagnostics, 29 tests, and deterministic HTML/JSON reports.
ProofOrCounter Model-agnostic prove-or-disprove harness that races Lean 4 proof generation against exhaustive and Z3 finite countermodel search. Verified artifacts only; 5/5 deterministic benchmark cases pass in CI.
Uncertainty-Aware QA Reproducible black-box LLM uncertainty study with semantic clustering, calibration metrics, paired bootstrap intervals, confirmatory pooling, and an offline analysis path.
Multimodal Perception Real-time MediaPipe/OpenCV pipeline combining hand, face, and body landmarks with tested geometry-based gesture and posture events.
Reasoning Eval Lab Reproducible mathematical-reasoning inference and evaluation pipeline with concurrent OpenAI-compatible requests, resumable JSONL runs, answer extraction, and exact/numeric scoring.
Robotics Control Lab Obstacle-avoidance state control and PID self-balancing with anti-windup, deterministic simulation, and a generated closed-loop response artifact.
Prompt Storyboard Studio Validated storyboard-to-prompt compiler with exact continuity checks and a reviewable five-shot generative-video reconstruction.

Selected technical experience

  • Built an LLM inference and evaluation pipeline for the SAIR mathematical reasoning competition; ranked first university-wide and approximately 80th overall.
  • Developed a real-time multimodal hand, face, and body tracking system with OpenCV and MediaPipe landmark geometry.
  • Deployed a CVPR 2024 texture-preserving diffusion model on Alibaba Cloud PAI-DSW using an NVIDIA A10 GPU.
  • Developing a private automated theorem-proving system that produces verified Lean 4 proofs or finite counterexample certificates. Competition-specific code and protocols remain private pending disclosure clearance.
  • Built content and scheduling automation for a commercial driver training school.

Technical focus

Python, C++, PyTorch, TensorFlow, OpenCV, MediaPipe, Lean 4, Z3, LLM inference and evaluation, formal verification, diffusion models, robotics control, finite-model search, reproducible experiments, and GitHub Actions.

Education

Harbin Engineering University
BSc Artificial Intelligence, expected July 2027

Contact

Portfolio | Email | Phone | LinkedIn | GitHub Discussion

Pinned Loading

  1. proof-or-counter proof-or-counter Public

    Verified prove-or-disprove harness for algebraic conjectures

    Python

  2. uncertainty-aware-qa uncertainty-aware-qa Public

    Reproducible black-box uncertainty calibration experiments for question answering

    Python

  3. multimodal-perception multimodal-perception Public

    Real-time hand, face, and pose tracking with interpretable landmark geometry

    Python

  4. reasoning-eval-lab reasoning-eval-lab Public

    Reproducible inference and evaluation for mathematical reasoning models

    Python

  5. robotics-control-lab robotics-control-lab Public

    Obstacle-avoidance and self-balancing controllers with reproducible simulations

    Python

  6. prompt-storyboard-studio prompt-storyboard-studio Public

    Validated storyboard-to-prompt compiler for generative video workflows

    Python