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followers: 1.0 following: 2.0 repos: 52.0 gists: 0.0

Name: Shubhkirti Prasad

Type: User

Bio: Data Analyst / Scientist with a specialization in NLP

Location: United States

Blog: https://shubhkirti24.github.io/

♦️ Intro

Hello, folks!

🌱 I'm a Data Scientist/Analyst with a foundation in Computer Science and Mechanical Engineering. With over 2 years of experience in creating and deploying novel solutions for complex business problems, with a keen interest in NLP, I specialize in Python, OOPS, SQL, Machine Learning and Deep Learning.

🌱 I am well versed in

 ▶️ Python, OOPS, R, Advanced SQL, EDA, Data Modelling, Prompt Engineering, LLMs, Agile Methodologies

 ▶️ Libraries : NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Matplotlib, Seaborn, LangChain, Ollama, Huggingface, PEFT

 ▶️ Visualization :  Tableau, Power BI, Seaborn, Matplotlib 

 ▶️ Databases : PostgresSQL, MySQL, MongoDB, Azure SQL Database

 ▶️ Cloud Services - AWS, Azure, Google Cloud, Vertex AI, Open AI

 ▶️ Tools - Git, Conda, VSCode, RStudio, Docker, MS Office

📝 Certifications : Lean Six Sigma yellow belt (Govt. of India) | Professional Data Scientist, IBM – (2021)

🔭 I am currently enrolled in the MS. in Data Science from Indiana University Bloomington, USA (May 2024). I have previously completed Machine Learning from Stanford University.

🌱 In the realm of Data Analysis, I have engaged in case studies and exploratory data analysis (EDA) using Python, SQL, and data visualization tools such as Tableau.

🌱 My work in Machine Learning encompasses projects focused on Regression, Clustering and NLP, providing valuable insights and practical experience.

♦️ Skills 💻

♦️ 💬 Connect with me 🔗

♦️

Shubhkirti Prasad's Projects

alpaca-lora

Instruct-tune LLaMA on consumer hardware

awesome-llm

Awesome-LLM: a curated list of Large Language Model

chatgpt-data-science-prompts

A repository of 60 useful data science prompts for ChatGPT

classification-algorithms

Various predictions using basic Classification algorithms

cortana

Your own personal assistant thanks to chat-gpt, whisper, and elevenlabs tts

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cv-2

Computer Vision-2

cv_main

data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

data-science-interview-questions-answers

Curated list of data science interview questions and answers

data-science-interviews

Data science interview questions and answers

data-structure-algorithms-lld-hld

A Data Structure Algorithms Low Level Design and High Level Design collection of resources.

dataquest

All the project that I have completed using the datasets hosted by kaggle and dataquest.io.

diffsynth-studio

Enjoy the magic of Diffusion models!

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

dspy

DSPy: The framework for programming—not prompting—foundation models

github-profile-views-counter

It counts how many times your GitHub profile has been viewed. Free cloud micro-service.

hand-drawn-cnn

The code and the CNN model for hand drawn image classification : Scored 2nd out of 100

hands-on-rl

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

jarvis

Your own personal voice assistant: Voice to Text to LLM to Speech, displayed in a web interface

jobdashboard

AGC2 : Creating a Job and skill mapping dashboard using Tableau and the ONET database

large-language-model-notebooks-course

Practical course about Large Language Models.

litgpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-finetuning

LLM Finetuning with peft

llm.c

LLM training in simple, raw C/CUDA

llmflows

LLMFlows - Simple, Explicit and Transparent LLM Apps

mimic3

A fast local neural text to speech engine for Mycroft

ml-papers-of-the-week

🔥Highlighting the top ML papers every week.

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