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armin3731/README.md

Multi-Disciplinary Engineer

Specializing in Optics, Data Science, and Back-end Development


Hi I'm Armin 👋🏼

I began as an Optical Engineering undergraduate 🔭, fully convinced I’d spend my life bending light to my will. Still, somewhere between Zemax optics design and too many hours staring at interferograms, I got hooked on data processing. The logic was simple: landing a job in optics looked tough, and data science felt like the shiny new frontier. So I sprinted toward it with questionable sanity and a lot of enthusiasm.

I set out to become a Data Scientist 📈, determined to predict the future with neat algorithms ✨. Then reality introduced me to deployment. That single word rerouted my life. Before I knew it, I was wrestling backend frameworks 💻, fixing pipelines, and becoming an accidental developer 🛠️. Apparently I enjoy suffering in multiple dimensions.

Eventually, monotony won the battle against my attention span, and my path twisted again. Now I’m a PhD student 🎓 in Optical Engineering, right back where the light beams live. It looks chaotic, but it isn’t. My old optical foundation and my newer machine-learning obsession finally teamed up.

These days, I use deep learning to push the limits of optical design, essentially getting photons to reveal more through my models 👑. Whether that’s brilliance or a sign of long-term commitment issues is up for debate, but the skills really do blend together 🤝.

📈: Data Science Tools :

python  tensorflow  pyTorch  DVC  jupyter  kaggle  opencv 

🖥️: Back-end Tools :

typescript  nodejs  nestjs  mongodb  redis  docker  mysql  flask 

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  1. grasp-rl-mujoco grasp-rl-mujoco Public

    Simulation of a robotic hand in MuJoCo, grasping objects using Reinforcement Learning (RL)

    Python 15

  2. nestjs-tensorflowjs-microservice nestjs-tensorflowjs-microservice Public

    Implementation of TensorFlowJs models in NestJs microservice architecture

    TypeScript 12

  3. chenxinfeng4/ffmpegcv chenxinfeng4/ffmpegcv Public

    The ffmpegcv is a ffmpeg backbone for open-cv like Video Reader and Writer

    Python 229 34

  4. comsi comsi Public

    An application to identify Signaling Metabolites based on the Gut Bacteria influences

    Python 1

  5. classification-webapp classification-webapp Public

    A Flask application to upload datasets, choose classifier, train them and predict unforeseen results

    Python 1

  6. nest-sample-connections nest-sample-connections Public

    A Nest project that connnects a two microservices using different types of connections.

    TypeScript 1