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Ishaan-Ansari/README.md

Hi , I'm Ishaan

A little bit about me:

I am a Machine Learning Engineer dedicated to developing AI-powered solutions that solve real-world problems. My focus lies in designing scalable, generative AI systems that simplify complexity, by automating workflows with MLOps, and optimizing systems for production deployment. I love exploring new technologies and transforming raw data into meaningful insights.

What I’m Working On

  • Implementing papers and novel architectures
  • Diving deeper into foundational concepts
  • Focusing on backend systems and LLMOps
  • Building some cool ML projects

Some Fun Facts About Me

  • I love those architectures! I’m usually fascinated by how things work under the hood, the underlying maths, and how to make intuitions.
  • I passionately write and publish blogs around ML, DL, CV, and NLP. My focus has always been to write as intuitively as possible, keeping the flow interesting. It can sometimes be the case that I bore readers explaining the mathematics behind those approaches and architectures (believe me, those are lovely!).
  • Exploring, ideating, and building AI agents.

🛠️ Tools & Technologies

🖥️ Programming Languages

Python C C++ JavaScript TypeScript

📊 Data Science & Machine Learning

TensorFlow PyTorch OpenCV Pandas Matplotlib Plotly NumPy Scikit-Learn Seaborn Evidently AI

🗄️ Databases

MongoDB MySQL PostgreSQL ChromaDB Supabase

⚙️ Backend & API Development

FastAPI

🚀 Deployment & MLOps

Streamlit MLflow DVC Apache Airflow AWS Docker GitHub Actions CI/CD

🔗 AI Frameworks

LangChain

🌐 Web Development

HTML5 CSS3 Bootstrap TailwindCSS Node.js Express.js Next.js React

🛠️ Development Tools

Git Postman

🖌️ Design Tools

Figma Blender Adobe Illustrator Photoshop Adobe XD

🔧 Other Tools

Arduino Chart.js

Connect With Me

I’ve fixed slots as per my normal availability but you can always let me know if i’m available on your preferred slots. (Please do reach out on X DMs if you’ve something to share)

Let's build something amazing together. 🚀

Pinned Loading

  1. Data-Structures-and-Algorithms Data-Structures-and-Algorithms Public

    Dedicated repo for all algorithmic problems I tackle, serving as a comprehensive resource for my journey in mastering data structures and algorithms

    Python

  2. Deep-Learning-from-scratch Deep-Learning-from-scratch Public

    Implementing deep learning architectures from scratch

    Jupyter Notebook

  3. Finetuning-LLMs Finetuning-LLMs Public

    Workflows for fine-tuning various Large Language Models (LLMs) on task-specific datasets

    Jupyter Notebook

  4. LLM-from-scratch LLM-from-scratch Public

    Implemented LLM from Scratch

  5. ML-from-scratch ML-from-scratch Public

    In this project we will implement ML algorithms from scratch in Python

    Python

  6. DeepSeek-from-Scratch DeepSeek-from-Scratch Public

    This repository contains an ongoing implementation of DeepSeek from scratch. Currently, it focuses on building core components such as Multi-Head Latent Attention (MLA) — a memory-efficient alterna…