I turn curiosity into
intelligent systems.
I’m Navaneet Kumar Ediga, a Data Scientist and AI/ML Engineer with a Master’s in Data Science from Stevens Institute of Technology (NJ, USA) and a strong foundation in Computer Science. I build machine learning, GenAI, analytics, and data products that turn raw data and real-world problems into practical systems.
My work spans NLP chatbots, RAG-based AI assistants, computer vision systems, document classification pipelines, predictive modeling, ETL workflows, dashboards, and deployment-ready AI applications. I enjoy building projects that are technically strong, useful, and practical for real users.
Selected Projects
EduBot – AI-Powered Educational Assistant
AI-powered educational assistant that processes PDF documents, extracts insights, answers user questions, and generates quizzes through an interactive Streamlit interface.
Smart Agriculture Application + AgriScan
Integrated smart agriculture system combining crop recommendation, NPK-based spray guidance, plant disease detection, and AI-generated remedy recommendations for farmer decision support.
ML-Based Security System for Office Premises
Machine learning-based office security system using multi-factor authentication, face recognition, OTP verification, access control, and user-presence monitoring to improve workplace system security.
ATS Resume Analyzer using Gemini Vision
AI-powered resume analysis tool that evaluates resumes against job descriptions, gives ATS match percentage, identifies missing keywords, and suggests targeted improvements.
LangGraph – Stateful Multi-AI Agents
Multi-agent chatbot project using LangGraph and LangChain with Wikipedia and Arxiv tools for context-aware responses and agentic workflows.
GradPath Agent – US Study, OPT & Career Planner
AI-agent project designed to help students reason through U.S. study, OPT, and career planning paths using structured guidance and AI-assisted planning.
Skills
Programming
Machine Learning
Deep Learning
GenAI / LLM
Data Analytics
Databases & Tools
Cloud / BI
Certifications & Achievements
A focused mix of AI, data science, cloud, analytics, and applied project achievements that support my work across machine learning, GenAI, and data products.
AI Innovation Showcase — 2nd Prize
Featured AchievementSalesforce Trailhead Agentblazer Champion
Recent5-Day AI Agents Intensive Course
RecentPwC Switzerland — Power BI Job Simulation
Resume HighlightAccenture — Data Analytics Job Simulation
Resume HighlightIBM ML Rapid Prototyping
Resume HighlightAWS Academy Cloud Foundations
Resume HighlightMore Learning & Experience
Deep Learning using TensorFlow
Deep Learning Essentials
Build Your Own Chatbot — Level 1
Trainee Software Intern
Experience that
connects data, AI,
and delivery.
Research Assistant – Data Science | Stevens Institute of Technology
Focus: Built applied AI and Data Science workflows involving NLP chatbots, student performance prediction, recommendation systems, K-Means query clustering, dashboards, and documentation. (Jan 2023 – Dec 2024, New Jersey, USA)
Systems Engineer / Data Analyst | Infosys Ltd
Focus: Supported ETL operations and analytics workflows for an insurance project using Informatica PowerCenter, Oracle Developer, WinSQL, SQL workflows, Power BI, and production troubleshooting. (Dec 2021 – Aug 2022, Pune, India)
AI/ML Project Experience
Focus: Built hands-on AI and ML systems across GenAI, RAG, computer vision, document classification, dashboards, and deployment-ready applications. (Portfolio Projects, Remote)
Education
Master of Science in Data Science
Stevens Institute of Technology, New Jersey, USA
Jan 2023 – Jan 2025
Relevant: Machine Learning, Deep Learning, Data Acquisition Modeling and Analysis, Big Data Analytics, Cognitive Computing, Web Mining, Statistical Methods, Time Series
Bachelor’s in Computer Science / Computer Engineering
AISSMS Institute of Information Technology, Pune, India
Relevant: Data Structures, Database Management Systems, Artificial Intelligence, Machine Learning, Data Analytics, Software Engineering
Let’s build something
intelligent.
Open to Data Scientist, AI/ML Engineer, Machine Learning Engineer, and Data Analyst opportunities.