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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Quickdraw

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ayush1k/README.md

Hi, I'm Ayush Kumar!

M.Tech Student in Artificial Intelligence & Data Science @ IET Lucknow

I am a passionate Machine Learning & Deep Learning Engineer currently pursuing my Post-Graduation.

With a strong foundation in Computer Science, I specialize in building intelligent systems that bridge the gap between complex data and actionable insights.

Email LinkedIn git ayush

Technical Expertise

  • Languages: Python (Expert), JavaScript, C, SQL
  • Machine Learning: Linear/Logistic Regression, Decision Trees, Random Forest, SVM, Naive Bayes, KNN, K-Means, DBSCAN, PCA, XGBoost, AdaBoost, Gradient Boosting
  • Deep Learning & Computer Vision: CNNs (EfficientNet, ResNet), Transformers (DETR, ViT), Transfer Learning, Fine-tuning
  • Generative AI & NLP: RAG (Retrieval-Augmented Generation), LLMs, LangChain, LangGraph
  • Frameworks & Libraries: PyTorch, TensorFlow, Keras, Scikit-learn, OpenCV, NumPy, Pandas, Matplotlib, Seaborn, Flask, React.js, FastAPI
  • Tools & MLOps: Git, Jupyter, Docker, SQL, Vector Databases, K-Fold CV, Grid/Random Search, Optuna

Education & Professional Journey

M.Tech in AI & Data Science Institute of Engineering & Technology, Lucknow 2025 – 2027
B.Tech in Computer Science Rajkiya Engineering College, Kannauj 2021 – 2025

Intern | IIT Roorkee (Mar 2026 – Present)

Teaching Assistant | IET Lucknow (Sep 2025 – Present)

Python Intern | Infosys Springboard (Sep 2025 – Nov 2025)

Certifications

Oracle Cloud Infrastructure 2025 Certified Data Science Professional

Google Cloud: Introduction to Generative AI

IIT Guwahati: Summer Analytics 2025 Certification

LinkedIn: Top 5% in Python Skill Assessment

Tech Stack 💻

Python JavaScript C SQL HTML5 CSS3 LaTeX

Linear/Logistic Regression Decision Trees Random Forest SVM Naive Bayes KNN K-Means DBSCAN PCA XGBoost AdaBoost Gradient Boosting

CNNs EfficientNet ResNet Transformers DETR ViT Transfer Learning Fine-tuning

RAG LLMs LangChain LangGraph

PyTorch TensorFlow Keras Scikit-learn Transformers Library OpenCV NumPy Pandas Matplotlib Seaborn Flask React.js FastAPI

Git GitHub Jupyter Docker VS Code Linux Firebase Vector Databases K-Fold CV Grid/Random Search Optuna

If you're looking for collaboration on AI research or open-source projects, let's talk!"

snake

Pinned Loading

  1. Eye-Disease-Classification-EfficientNetB3 Eye-Disease-Classification-EfficientNetB3 Public

    A Deep Learning project using Transfer Learning (EfficientNetB3) to classify various eye diseases from retinal fundus images with high accuracy

    Jupyter Notebook

  2. Finance-App Finance-App Public

    Financial Management Dashboard

    JavaScript

  3. leaf-detection-detr leaf-detection-detr Public

    Jupyter Notebook

  4. Python-Parallel-Text-Handling-Processor Python-Parallel-Text-Handling-Processor Public

    Python-Parallel-Text-Handling-Processor

    Python