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Girish Avugaddi

@girishavugaddi

AI/ML developer who built a recommendation system with Python and Scikit-learn and a document assistant using RAG and FastAPI.

I built an AI Recommendation System using cosine similarity and content-based filtering, processing data with Pandas and Scikit-learn. I also created a Flask interface and containerized the application with Docker.

For my RAG-Based Document Assistant, I built a system that answers questions about uploaded documents by retrieving relevant context for LLM responses. I integrated an LLM API with a FastAPI backend.

Experience

Work history, roles, and key accomplishments

LS

UI/UX Designer

Let's Speak

Jun 2026 - Jul 2026 (1 month)

Managed multiple design projects simultaneously, ensuring timely delivery within deadlines. Streamlined design workflows to improve project efficiency and consistency.

Figma Project Management Workflow Optimization

VL

UI/UX Designer

VNC Farms Pvt. Ltd.

Jun 2025 - Jul 2025 (1 month)

Designed responsive landing pages using Figma, improving user engagement and visual consistency. Managed multiple design projects simultaneously, ensuring timely delivery within deadlines.

Figma Responsive Design Project Management

Education

Degrees, certifications, and relevant coursework

AC

Amity University Chhattisgarh

B.Tech, Computer Science and Engineering

2023 -

Grade: 8.0/10.0

Pursuing a B.Tech in Computer Science and Engineering with a CGPA of 8.0/10.0, expected to graduate in May 2027.

NI

Narayana Intermediate

State Class XII

Grade: 92.1%

Completed State Class XII with a score of 92.1%.

SS

Siva Sivani High School

State Class X

Grade: 95.2%

Completed State Class X with a score of 95.2%.

IB

IBM

Introduction to Artificial Intelligence, Artificial Intelligence

Completed the Introduction to Artificial Intelligence certification on Coursera.

Tech stack

Software and tools used professionally

NumPy

Pandas

Figma

Python

TensorFlow

PyTorch

scikit-learn

Flask

FastAPI

Git

Docker

SQL

OpenAI API

Retrieval-Augmented Generation (RAG)

Availability

Looking for a job

Location

India

Authorized to work in

Salary expectations

30k+ USD

Social media

Job categories

Machine Learning Engineer UI UX Designer

Skills

Machine Learning Recommendation Systems Content Based Filtering Cosine Similarity RAG Large Language Models Prompt Engineering AI Agents Classification regression Model Evaluation Embeddings Python SQL scikit learn

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