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aash1999/ReadMe.md

πŸ’« About Me

I’m Aakash Singh, a Data Scientist and AI/ML Engineer currently pursuing a Master’s in Data Science at George Washington University (GPA: 3.92).

I have 4+ years of industry experience building machine learning, computer vision, and scalable AI systems across aviation, healthcare, and manufacturing domains. My work spans automatic optical inspection (AOI), defect detection, retrieval-augmented generation (RAG), large-scale forecasting, and ML infrastructure, with multiple projects deployed to production and delivering multi-million-dollar business impact.

Previously, I worked at The Boeing Company on computer vision and AI systems for supplier part verification and internal knowledge platforms, and I’m currently a Data Scientist Intern at Quest Diagnostics, working on large-scale patient modeling and clinical trial optimization.

I’m passionate about production-grade ML, computer vision for real-world systems, and bridging research with deployment.


🌐 Socials

LinkedIn GitHub Medium


πŸ’» Tech Stack

Languages

Python C++ JavaScript R

Machine Learning & AI

PyTorch TensorFlow scikit-learn Keras OpenCV

LLMs, NLP & Retrieval

HuggingFace LangChain Elasticsearch ChromaDB

Data & Databases

MySQL MongoDB Postgres Snowflake

Cloud, MLOps & Deployment

AWS Google Cloud Docker CI/CD MLflow


πŸ“Š GitHub Stats


✍️ Random Dev Quote


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  1. yolov5-cbam yolov5-cbam Public

    Forked from ultralytics/yolov5

    YOLOv5 πŸš€ + CBAM + Involution

    Python 12 2

  2. all-lending-club-loan-data all-lending-club-loan-data Public

    HTML 1

  3. Commercial-Buildings-Energy-Consumption-Survey Commercial-Buildings-Energy-Consumption-Survey Public

    How do weather conditions and rental patterns (pickups and dropoffs) interact across different stations over the course of a year, and can we predict daily bike rental demand based on these factors

    Jupyter Notebook

  4. ashutosh1919/explainable-cnn ashutosh1919/explainable-cnn Public

    πŸ“¦ PyTorch based visualization package for generating layer-wise explanations for CNNs.

    Python 237 33

  5. kadirnar/Yolov7-SAHI kadirnar/Yolov7-SAHI Public

    A lightweight vision library for performing large scale object detection & instance segmentation

    Python 58 15