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Divya Ramnani

Divya Ramnani

Python Developer

Indore, M.P 0+ yrs exp 86 · Excellent

About

Detail-oriented Python Developer and BTech Data Science graduate with hands-on experience building REST APIs, backend systems, and production-grade Machine Learning/AI solutions using Python, FastAPI, Django, and Flask. Proven track record of writing clean, reusable code, working with SQL/NoSQL databases (MySQL, PostgreSQL, Redis), and debugging complex systems across multiple projects. Strong foundation in OOP, DSA, and Agile/Scrum collaboration, with additional expertise in Generative AI, RAG pipelines, and multi-agent systems.

Skills & Expertise (64)

Python Intermediate
7.5/10
1
Years Exp
Deep Learning Intermediate
7.0/10
1
Years Exp
Machine Learning Intermediate
7.0/10
1
Years Exp
SQL Intermediate
6.5/10
1
Years Exp
REST APIs Intermediate
6.5/10
1
Years Exp
FastAPI Intermediate
6.0/10
1
Years Exp
Git Intermediate
6.0/10
1
Years Exp
Data Structures & Algorithms Intermediate
6.0/10
1
Years Exp
Docker Intermediate
5.5/10
1
Years Exp
Django Intermediate
5.0/10
1
Years Exp
AWS Intermediate
5.0/10
1
Years Exp
Data collection Prompt Engineering Statistics Data Modeling ETL Predictive Analytics Statistical Modeling Feature Engineering Model Deployment AI Agents Vector Databases React.js Data Analytics GitHub LINUX UNIX Agile Scrum Streamlit Power BI MLflow Cloud Services HTML CSS JavaScript NumPy Java Flask Swagger AsyncIO Postman Object Oriented Programming DBMS Operating systems Computer Networks MySql Postgresql Redis Pandas Semantic Search scikit-learn TensorFlow PyTorch OpenCV Hugging Face Transformers FAISS Sentence Transformers Matplotlib Seaborn NLP LLMs Generative AI RAG

Work Experience

Engineer

RAG-Based Question Answering System

Jan 2026 - Mar 2026

Engineered multi-agent AI pipeline (Retriever–Analyzer–Writer) using Redis message queues, supporting process automation workflows and document processing. Implemented AsyncIO for concurrent processing; integrated FAISS for semantic search using software development best practices and Git version control. Validated pipeline outputs for accuracy; performed log analysis to resolve latency bottlenecks using data-driven decision making.

Developer

Agentic AI System

Oct 2025 - Dec 2025

Developed end-to-end RAG pipeline for PDF/TXT documents achieving sub-2s query response using semantic indexing and multi-document retrieval. Deployed FastAPI REST APIs with full Swagger documentation; tested endpoints for correctness, latency, and reliability using software development best practices. Built modular pipeline stages — document ingestion, embedding, indexing, and retrieval — validating prompt-response outputs for accuracy and relevance.

Developer

SIGNOVA – Sign Language Communication System

Jul 2025 - Sep 2025

Developed custom dataset of 3,000+ images; trained CNN model achieving 86% real-time accuracy using deep learning and computer vision best practices. Optimized OpenCV inference pipeline to under 100ms per frame by identifying and resolving performance bottlenecks. Collaborated with cross-functional team using Agile/Scrum to improve model accuracy across multiple gesture classes.

Python Developer

AICTE–Shell Green Skills AI Intern | Edunet Foundation

Jun 2025 - Jul 2025

Developed and evaluated multiple classification models using Scikit-learn, achieving 85%+ test accuracy through systematic model selection, feature engineering, and performance benchmarking. Optimized and debugged Python scripts reducing execution time by 20%; performed in-depth log analysis and code profiling to identify, resolve, and document performance bottlenecks. Engineered ETL data pipelines using Pandas and NumPy for data extraction, transformation, and loading; validated REST API endpoints using Postman and maintained Git-based version-controlled codebases in a 4-member Agile/Scrum team, communicating technical findings to cross-functional stakeholders.

Education

Bachelor of Technology – Data Science - IES IPS Academy, Indore

2022 - 2026 · Afghanistan

Certifications

Claude 101

Anthropic · 2026

AWS Academy Graduate – Cloud Operations

· 2026

Oracle Certified Professional – Data Science Professional

· 2025

Python Web Developer Certification

Infosys Foundation & ICT Academy · 2025

Oracle Certified Professional – AI Vector Search

· 2025

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 6/15
💰 Rate 0/5
🏆 Certs 5/5
Verified 5/5
Total Score 86/100

Profile Overview

Member sinceAug 2026