Prachay Kumar Mudiga

About

Final-year B.Tech student in Computer Science with an AI specialization, experienced in machine learning, NLP, LLMs, and full-stack AI application development. Completed internships at DRDO and CropWings Pvt. Ltd., and published research on AI-based legal document analysis.

Experience

• AI/ML Engineering Intern
  CropWings Pvt. Ltd. · India
  Jan 2026 – Apr 2026

  Built an AI decision intelligence system for smart farming covering crop monitoring, disease prediction, and yield optimization; developed and evaluated ML models; integrated models into production-ready agricultural workflows.

• Machine Learning Intern
  Defence Research and Development Laboratory (DRDO) · Hyderabad, India
  Dec 2024 – Mar 2025

  Designed and developed an ML-based thermal control system for rocket outer body testing; applied supervised learning to optimize temperature stability; collaborated with defence scientists to validate performance.

Education

• B.Tech in Computer Science & Engineering (AI Specialization)
  KKR & KSR Institute of Technology & Sciences
  Computer Science & Engineering (AI Specialization) · 2022 – 2026

Skills

• SQL <3 months
• CSS <3 months
• Data Preprocessing 3 to 6 months
• Deep Learning <3 months
• HTML <3 months
• Python <3 months
• Machine Learning 6 to 12 months
• JavaScript <3 months
• Django <3 months
• Feature Engineering 3 to 6 months
• Matplotlib <3 months
• Model Evaluation 3 to 6 months
• NumPy <3 months
• Pandas <3 months
• Streamlit <3 months
• scikit-learn <3 months
• Flask <3 months
• LangChain <3 months
• API Integration Understanding <3 months
• Natural Language Processing <3 months
• Large Language Models <3 months
• Faiss <3 months
• Generative AI (ChatGPT, Copilot, Gemini) <3 months

Tools / apps / platforms

• Git <3 months
• GitHub <3 months
• Hugging Face Transformers <3 months

Projects

• Next-Gen AI Decision Intelligence System (AgriTech)
  Python, scikit-learn, Pandas, NumPy, Machine Learning, Data Analysis

  Developed ML models for crop disease detection and yield forecasting; applied feature engineering and cross-validation; delivered AI-driven insights for smart farming decisions.

• AI-Powered Legal Assistance System (LawTech)
  Python, NLP, Hugging Face Transformers, LangChain, FAISS, Streamlit, REST API

  Built an end-to-end NLP pipeline for legal document summarization, keyword extraction, and contextual analysis; integrated FAISS for semantic retrieval; deployed an interactive Streamlit interface.

Courses & certifications

• Building Generative AI Applications using LLMs · Appleton Innovations

🏆 Achievements & awards

• 1st Place, College-Level Coding Competition

  Awarded ₹7,500 cash prize at college fest.

• Published peer-reviewed research paper in IJCA · 2026

  Published research paper as a final-year undergraduate.

• Internship at DRDO

  Secured internship at a premier Indian government defence research organization for ML application in aerospace testing.

📚 Publications

• AI-based Legal Document Summarization and Case Prediction System ↗ · 2026