Pranathi
Bareddy

I build LLM & RAG systems

Tech engineer shipping LLM & RAG systems that run in production — and in your pocket.

0CGPA
0LeetCode solved
0Projects shipped
0of 5000, national coding challenge
01

Building things that reason, and shipping them small enough to fit in your pocket.

I'm an Information Technology undergraduate driven by a passion for building intelligent software and solving real-world problems. My work spans AI, Machine Learning, LLMs, and full-stack development, where I focus on creating scalable, production-ready applications. I enjoy learning emerging technologies, tackling complex challenges, and building products that deliver meaningful value to users.

Off-screen: cooking, travelling, and the kind of coding that starts as a "quick script" and doesn't end there.

Education

B.Tech Information Technology

Specialization

Artificial Intelligence, LLMs & RAG

Experience

Ex-AI Developer Intern

300+ LeetCode Problems & AI Projects

Location

Hyderabad, India

Currently

Building AI-powered applications

Status

Open to Internship & Full-Time Roles

05

Professional Experience

AI Developer Intern

GWING Software Technologies

May 2025 – July 2025

Diabetes Prediction System

Built an SVM-based diabetes prediction model using StandardScaler on the Pima Indians dataset, achieving approximately 77% test accuracy for a diagnostic-support prototype.

Customer Segmentation

Applied K-Means Clustering with the Elbow Method on mall customer data to identify 5 customer segments for targeted marketing strategies.

Plagiarism Detection

Benchmarked Logistic Regression, Random Forest, Naive Bayes, and SVM classifiers using TF-IDF features, with SVM achieving ~88% accuracy.

Text Generation

Developed an LSTM-based next-word prediction model using Keras, tokenization, and n-gram sequencing on custom text corpora.

02

Educational Timeline

01

B.Tech - Information Technology

Keshav Memorial Institute of Technology, Hyderabad 2023 – Present

CGPA: 8.667

02

Intermediate - MPC

Sri Chaitanya Junior College, Hyderabad 2021 – 2023 Percentage: 95%
03

High School

Kiran International School, Hyderabad Percentage: 95%
03

Selected builds

Conversational AI for BI Dashboards

A LangGraph multi-agent workflow for Text-to-SQL with intent classification and auto-validation — turning natural language into trustworthy queries.

82% accuracy 80% faster insights
PythonLLMsSQLReact
View repo

On-Device LLM Optimization

Llama 3.2–3B on Android via llama.cpp with 4-bit quantization — private, real-time, RAG-based scheduling, no server round trip.

70% lower RAM
llama.cppC++PyTorchAndroid
View repo

Context-IQ: Knowledge Engine

Hybrid RAG pairing Milvus vector search with a Neo4j knowledge graph, with PII redaction for enterprise comms.

88% MRR <250ms
MilvusNeo4jFastAPI
View repo

AI-Enhanced Maintenance Management

Civic issue reporting platform with location-aware inputs and workflow automation for faster municipal response.

Gemini APIReact
View repo

Jewelry Design Generation using GANs

A GAN-driven design assistant producing intricate jewelry patterns — augmenting traditional craftsmanship with data-driven creativity, built on the MERN stack.

MERNGANsMultimodal ML
View repo

Melody Mind

Mood-aware music platform — smart playlists and voice control layered over the Spotify API.

ReactExpressSpotify API
View repo
04

Technologies & Expertise

Programming Languages

95%
Python Java C++ SQL JavaScript

AI / ML & Data Science

90%
NumPy Pandas Matplotlib Seaborn PyTorch Scikit-learn Transformers LLMs RAG Prompt Engineering

Web & Application Development

85%
React Node.js HTML CSS REST APIs

Tools & Platforms

88%
Git GitHub VS Code Jupyter Notebook Google Colab AWS

Core Computer Science

90%
Data Structures & Algorithms OOP DBMS Operating Systems ML Fundamentals
05

Achievements & involvement

Achievements

  • 300+ problems solved on LeetCode
  • Winner — 24hr hackathon, VNR Vignana Jyothi College
  • Top 20 finalist — Malla Reddy University National Hackathon 2025 (AI/ML track)
  • Ranked 29 / 5000 — National Coding Challenge 2025

Certifications

  • Google Cloud — Advanced ML on GCP (Transformers, AutoML, BERT)
  • IBM Developer Skills Network — AI Applications in Industry
  • Infosys Springboard — Generative AI & Cybersecurity
  • Forage Virtual Internship — Software Engineering Simulations
  • LetsUpgrade Bootcamps — Python & JavaScript

Extra-curricular

  • Lead Anchor, KMIT — hosted 10+ major college events, fests & ceremonies
  • Core Member, Vachan — the Speakers' Club
  • Member, Recurse — Technical Club
  • Member, Student Council — KMIT
06

Let's build
something worth
shipping.

Actively looking for opportunities in AI and software development — reach out any of these ways.