+
Skip to content
View Rishi-Kora's full-sized avatar
  • jamjar
  • Colchester,UK
  • 14:07 (UTC +01:00)
  • LinkedIn in/rishikora

Block or report Rishi-Kora

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Rishi-Kora/README.md

Python HuggingFace Open to Work

Hi, I’m Rishi Kora 👋

LLM Engineer | MSc Data Science | AWS AI Specialty

🔍 Actively seeking LLM Engineering roles in the UK (Post-Study Work Visa ’26)

🔭 Current Focus:
Working on Model Context Protocol (MCP).

💼 Open to Work

I’m actively looking for roles in LLM Engineering—fine-tuning, RAG systems, scalable serving—with eligibility to work in the UK through 2026.

👯 Open to Collaborate On:

– Transformer fine-tuning pipelines
– Hugging Face tokenization & model‐optimization
– Productionizing LLM APIs
– Retrieval-Augmented Generation (RAG), LangChain, Vector Database
– Implementing Multi Modal Chat with Gradio
– Evaluating frontier & open-source models
– Evaluvating models for specific project using Scale, Hugging Face and Vellum leaderboards
– Generating Meeting Minutes using LLM Audio file
– Creating audience-specific brochures via scraping & prompting

📫 Connect:
✉️ korarishi@gmail.comLinkedInGitHub

🚀 Core Skills

Modeling & NLP **Machine Learning Languages & Tools
• Transformers (BERT, GPT) • Supervised ML • Python, JavaScript
• Prompt Engineering • UnSupervised ML • PyTorch, Vector Database
• Tokenizers & Pipelines • PEFT (LoRA, QLoRA) • Hugging Face Transformers
• RAG & Retrieval • privacy-preserving AI • Scikit-Learn, Gradio

📂 Featured LLM Projects

  1. College Brochure using HuggingFace
    Generate AI-powered summaries for college brochures using Hugging Face models to help students know about the courses in college instead of browsing through the website.

  2. Pipelines-using-HuggingFace
    Hands-on guide to Hugging Face pipelines: loading pretrained models, tokenization, and GPU-accelerated inference.

  3. Tokenizers using HuggingFace
    Deep dive into tokenizer internals (LLaMA, PHI-3, StarCoder2) with examples for encoding, decoding, and token visualization.

  4. Fashion Customer Service Assistant using HuggingFace
    Domain-specific assistant demo: fine-tuned transformer serving as a customer-service chatbot.

  5. Meeting Minutes using recording from the meeting
    Generate professional meeting minutes from audio recordings using state-of-the-art models from Hugging Face Transformers..

📊 Selected Data Science Work

  1. predictive model for medical insurance costs
    This project aims to develop a predictive model for medical insurance costs using machine learning techniques, specifically linear regression. The model will leverage various features such as age, BMI, smoking habits, and geographical region to estimate insurance charges...

  2. Predictive Maintenance
    This project focuses on developing a predictive maintenance model to estimate the Remaining Useful Life (RUL) of machinery components. By leveraging machine learning techniques, the model aims to predict when a component is likely to fail, enabling proactive maintenance and reducing downtime...

  3. Netflix-Data-Analysis
    This project aims to analyze and visualize data from a Netflix dataset...

(More notebooks in my repo showcase end-to-end analytics & ML pipelines.) :contentReference[oaicite:4]{index=4}

🎓 Education & Certifications

  • MSc Data Science, University of Essex (2024)
  • AWS AI Practioner

🌐 Additional

  • UK Post-Study Work Visa valid through 2026
  • Pronouns: He/His

“Predictive analysis saves time, money, and lives.”

Popular repositories Loading

  1. Python Python Public

    3

  2. Machine-Learning-Training Machine-Learning-Training Public

    Jupyter Notebook 2

  3. Rishi-Kora Rishi-Kora Public

    Personal portfolio of LLM & ML projects: fine-tuning, RAG, deployment demos.

    2

  4. Tokenizers-using-HuggingFace Tokenizers-using-HuggingFace Public

    Explore how Hugging Face tokenizers work across models like LLaMA, PHI-3, and StarCoder2. Includes examples for encoding, decoding, chat formatting, and token visualization. Ideal for understanding…

    Jupyter Notebook 2

  5. Pipelines-using-HuggingFace Pipelines-using-HuggingFace Public

    Pipelines-using-HuggingFace is a hands-on Colab guide showcasing Hugging Face pipelines. It walks through loading pretrained models, tokenization, and GPU-accelerated inference for tasks like senti…

    Jupyter Notebook 2

  6. Models-using-HuggingFace Models-using-HuggingFace Public

    A curated collection of Jupyter notebooks and scripts demonstrating how to load, fine-tune, and deploy transformer-based NLP models with the HuggingFace Transformers library. Includes hands-on exam…

    Jupyter Notebook 2

点击 这是indexloc提供的php浏览器服务,不要输入任何密码和下载