KARTIK RANA

Full-Stack Developer | AI/Data Science Enthusiast

Amritsar, IN.

About

Highly motivated Computer Science Engineering student with a strong foundation in Full-Stack Development, AI, and Data Science. Proven ability to develop impactful applications and systems, as demonstrated by projects achieving 95%+ accuracy in AI models and 40% latency reduction. Seeking to leverage technical expertise and problem-solving skills to contribute to innovative teams in the technology sector.

Work

SmartKisan (Self-Project)

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Full-Stack Developer

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Summary

Led the full-stack development of an IoT-based agriculture management mobile application with integrated AI-powered disease detection capabilities.

Highlights

Developed a comprehensive IoT-based agriculture management mobile application using React Native and Expo, enhancing farm efficiency.

Built an integrated plant disease detection system utilizing a CNN deep learning model with 95%+ accuracy, identifying 38 disease classes.

Developed a Flask REST API for plant disease detection, supporting 38 disease classes with dual input methods for robust data handling.

Implemented real-time weather monitoring with hourly/daily forecasts, humidity, wind speed, and precipitation tracking, providing critical agricultural insights.

Designed and developed a modular component architecture with reusable UI components and a consistent styling system, improving maintainability and scalability.

Sabudh Foundation

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Data Science Intern

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Summary

Currently engaged in a 6-month Data Science internship at Sabudh Foundation, focusing on developing core skills in SQL, machine learning, deep learning, and NLP through structured training and hands-on practice.

Highlights

Developing core competencies in SQL, machine learning, deep learning, and Natural Language Processing (NLP) through structured training.

Gaining practical experience through expert sessions and hands-on project implementation in data science methodologies.

Solar Panel Management App (Self-Project)

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Front-End Developer

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Summary

Led the front-end development of a React Native solar panel management application, integrating IoT hardware APIs.

Highlights

Led the development of a React Native solar panel application, enhancing user interface and experience.

Integrated IoT hardware APIs with caching strategies, successfully reducing data latency by 40% for improved performance.

Collaborated effectively with hardware engineers to resolve complex API integration challenges, ensuring seamless system functionality.

Multi-Modal Intelligent Chatbot System (Self-Project)

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AI Developer

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Summary

Developed a Python-based multi-modal intelligent chatbot system, focusing on RAG-based document processing and AI integration.

Highlights

Built a RAG-based document processing system, enabling efficient and context-aware information retrieval.

Integrated 4 AI providers (Groq, OpenAI, Anthropic, Ollama) with robust API management for diverse natural language processing capabilities.

Created a document retrieval system for PDF, DOCX, and TXT files, supporting context-aware Q&A functionalities.

Implemented secure API key management with named references and provider selection, ensuring system security and flexibility.

Optimized UI/UX with responsive design and improved interface elements, enhancing user engagement and accessibility.

Education

Guru Nanak Dev University

Amritsar, Punjab, India
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Bachelor of Technology Computer Science Engineering Grade: CGPA: 7.8

D.A.V School, Amritsar

Amritsar, Punjab, India
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High School Diploma Science (Class 12th) Grade: Result: 72%

D.A.V School, Amritsar

Amritsar, Punjab, India
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High School General Studies (Class 10th) Grade: Result: 84%

Certificates

Oracle Cloud Infrastructure (OCI) Generative AI Certification

Oracle Cloud Infrastructure (OCI)

Skills

Programming Languages & Databases

Python, Java, JavaScript, SQL, HTML/CSS.

Frameworks & Libraries

React Native, Flutter, BeautifulSoup, Flask, Numpy, Pandas, Scikit-learn, TensorFlow, Keras, PyTorch, NLTK, SpaCy.

Developer Tools

Git, Postman, Figma, VS Code, Jupyter Notebooks.

Other Tools

Microsoft Office, Excel, Word, Canva.

AI & Machine Learning

Deep Learning, Natural Language Processing (NLP), Computer Vision (CNN), Generative AI, RAG (Retrieval-Augmented Generation), AI Model Integration, API Management.

Web Development

Full-Stack Development, Front-End Development, REST API Development, UI/UX Optimization, Responsive Design, Component Architecture.

IoT

IoT Hardware Integration, Real-time Monitoring, Data Latency Reduction.

Problem Solving

API Integration Challenges, System Optimization, Context-aware Q&A.