Simhadri Divya

Machine Learning Intern

Information Technology
4roles
31skills
3education
3credentials

About

Information Technology student with hands-on experience building backend applications, REST APIs, real-time systems, machine learning solutions, and RAG-based chatbots using Java, Python, FastAPI, Flask, and SQL.

Experience

Machine Learning Intern

EduSkills & APSSDC

Apr 2025 – Jun 2025

Developed a content-based Movie Recommendation System using Python, TF-IDF, and cosine similarity. Applied text preprocessing, tokenization, and normalization to movie metadata, evaluated recommendations, and deployed the application through Streamlit with an integrated movie-poster API.

Event Organizer

YES Club

Led social impact initiatives and volunteer-driven events.

Event Lead

Open Forge Club

Managed and coordinated tech-focused events.

Member

AI Build Club

Contributed to AI research and development activities.

Education

Gayatri Vidya Parishad College of Engineering (A)

Bachelor of Technology, Information Technology

2022 – 2026

CGPA: 8.5/10

Sri Chaitanya Junior College, Srikakulam

Intermediate, MPC

2020 – 2022

Percentage: 94%

New Central School, Srikakulam

SSC

2020

Percentage: 95%

Skills

JavaPythonFastAPIFlaskREST APIsOAuth2JWTMySQLPostgreSQLFirebaseClassificationRegressionTF-IDFCosine SimilarityRetrieval-Augmented Generation (RAG)PineconePandasNumPyOpenCVGitHubPostmanVS CodePyCharmGoogle ColabData Structures & AlgorithmsYOLOv8DeepSORTSQLiteStreamlitConv1D-BiLSTMGemini API

Projects

AI-Powered Smart Traffic Management

Engineered a real-time traffic management system using YOLOv8, DeepSORT, and OpenCV for ROI-based vehicle detection, tracking, and adaptive signal control. Built a Central Coordinator Agent for congestion analysis, emergency vehicle detection, speed estimation, pollution estimation, and traffic violation detection. Implemented a Flask backend with SQLite, live video streaming, and a traffic analytics chatbot.

Medical Diagnosis Chatbot (RAG Pipeline)

Architected a Retrieval-Augmented Generation chatbot using Pinecone and Gemini/OpenAI. Implemented document ingestion, chunking, embedding, semantic retrieval, and a Flask REST API with prompt-engineered system messages for safe responses.

WBV Speed Recommendation System

Designed a Whole-Body Vibration analysis system using a Conv1D-BiLSTM model to predict safe speed recommendations from real-time vibration sensor data in accordance with ISO 2631-1. Built a FastAPI backend with JWT authentication and REST endpoints, using Firebase for real-time storage.

Restaurant Finder Web Application

Delivered a FastAPI restaurant search backend using the Zomato dataset and PostgreSQL, with REST APIs, OAuth2/JWT authentication, pagination, and 5 km radius-based location filtering. Integrated the Gemini API for image-based restaurant query understanding.