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Hi there, I'm Ansh Mittal👋

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AnshMittal1811

Actively looking for Machine Learning, Software Development Engineer, Natural Language Processing, AI, and Computer Vision Engineer roles for Summer 2023!!

  • 🔭 Reading about MLSys this year and writing blogs for the same
  • 📫 Read a research paper with me everyday about NLP and Computer Vision
  • 🙋‍♂️ Following Astronomy Research every week
  • 👯 I’m looking to collaborate on end-to-end projects which employ ML and Computer Vision
  • 🤔 Started learning Japanese and German
  • 💬 Ask me about ML, Computer Vision (NeRFs, GANs, ViTs, CNNs) and Natural Language Processing (GPT3.5, Instruct Tuning, LLMs)
  • ⚡ Fun fact: Sunset on Mars appears to be Blue rather than Yellowish-Red at Earth
  • 🥅 2024 Goals:
    • Buy a Telescope
    • Get your own office desktop setup with room for Astrophotography

🧰 Languages, Packages, Developer Tools

Python VS Code Flask Docker HTML5 CSS3 JavaScript PostgreSQL MySQL SQL GitHub AWS Tensorflow Django linux LaTeX jupyter-notebook Scala scikit-learn unity unreal-engine Terraform

Projects and Technologies

  1. Augmented Reality
  2. ML.NET and Spark.Net for C#
  3. ML Compilation (LLVM, MLIR, TVM, XLA)

Work Experience

  1. Senior Computer Vision Engineer (Founder) Remix
    • Skills: Augmented Reality · Python · PyTorch · Artificial Intelligence · Convolutional Neural Networks (CNN) · C# · Computer Vision · Python (Programming Language) · Virtual Reality · TensorFlow · Machine Learning · Deep Learning · Computer Science · Keras · Neural Radiance Fields · Amazon Web Services (AWS)
  2. AI/ML Research Engineer (Co-op) (KNOW Systems Corp)
    • Skills: Python · PyTorch · C++ · Convolutional Neural Networks (CNN) · Computer Vision · Transformer · OpenCV · TensorFlow · Machine Learning · Keras · Neural Radiance Fields · Natural Language Processing (NLP)
  3. Graduate Research Assistant (USC Information Sciences Institute & USC Integrated Media Systems Center lab)
    • Skills: Generative Adversarial Networks (GANs) · MATLAB · Python · C (Programming Language) · C++ · Computer Vision · Physics · Deep Learning · Artificial Intelligence · Computer Vision · Artificial Neural Networks · Computer Science
  4. Machine Learning Engineer Intern (Guidewire Software)
    • Skills: Python · Agile · Continuous Integration and Continuous Delivery (CI/CD) · Neural Radiance Fields · Docker Products · Amazon Web Services (AWS)
  5. Data Scientist (Sociometrik Infer Pvt Ltd)
    • Skills: Generative Adversarial Networks (GANs) · Python · Data Visualization · Computer Vision · Data Science · Neural Networks · Amazon Web Services (AWS)
  6. Research Associate (Indian Institute of Technology Delhi)
    • Skills: Python · PostgreSQL · Serious Game Development · Artificial Neural Networks · Neural Networks · Computer Science · REST · GraphQL · Unity
  7. Web Development Engineer (UVA Institute)
    • Skills: Data Visualization · Data Science · Amazon Web Services (AWS) · GStreamer · FFMPEG · React · Angular
  8. Data Science Intern (Delhi e-Governance Society)
    • Skills: Python · Data Visualization · Data Science · Neural Networks · Computer Science

Given Here in Detail

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Ansh Mittal's Projects

stnn icon stnn

Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"

tacotron icon tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

tacotron2 icon tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

tensorflow.net icon tensorflow.net

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C#.

text2image-pytorch icon text2image-pytorch

A PyTorch implementation of the paper Generative Adversarial Text-to-Image Synthesis

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

torch.net icon torch.net

.NET bindings for PyTorch. Machine Learning with C# / F# with Multi-GPU/CPU support

udemyreactjs-masteringredux icon udemyreactjs-masteringredux

These are some basic projects that have been taught on Udemy with a hands on tutorial. They are very easy to learn and can give a general idea of programming with ReactJS and REDUX.

unet icon unet

unet for image segmentation

unet-1 icon unet-1

PyTorch implementation of Original UNet Paper

unet11 icon unet11

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

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