Skip to content
View Manideep2k4's full-sized avatar
🎯
Focusing
🎯
Focusing
1 follower · 6 following

Highlights

  • Pro

Block or report Manideep2k4

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Manideep2k4/README.md

Hey there, I'm Manideep 👋

AI/ML Engineer · Full-Stack Developer · Researcher
BTech CSE · Lovely Professional University

🧠 About Me

I'm a fresher passionate about building production-grade AI/ML systems — from research to deployment. I've published a research paper and a book chapter, and I love working on end-to-end intelligent systems that solve real-world problems.

  • 🔭 Currently building AI-powered agriculture tools (AgriMind / CropSeek)
  • 🌱 Exploring LLM orchestration, ML ensemble methods & multimodal AI
  • 📢 Open to Data Science, ML Engineering, SDE & Research roles in India
  • 📄 Published researcher with hands-on full-stack + MLOps experience

🛠️ Tech Stack

Languages Python C++ JavaScript TypeScript SQL

AI / ML PyTorch Scikit-Learn HuggingFace Ollama OpenCV

Backend / APIs FastAPI Django Node.js

Tools & Infra Git Docker n8n VS Code

🚀 Featured Projects

🌾 AgriMind / CropSeek LLM

AI-powered agriculture decision support system

  • 🏆 Built for Smart India Hackathon 2025 (SIH25030 / SIH25010)
  • Crop recommendation via OOF stacking ensemble with uncertainty detection
  • Plant disease detection using ResNet18 CNN
  • Multilingual LLM chatbot (Llama 3.1 via Ollama / Groq / OpenAI)
  • Backend: FastAPI + Pydantic, modular LLM engine, weather API integration

Python FastAPI PyTorch Scikit-Learn Ollama LLM

🧠 NeuroNudge

Full-stack mental health & productivity nudge application

  • Built with Django + Bootstrap + SQL
  • Personalized behavioral nudge system

Python Django JavaScript SQL

🌫️ AQI Index Predictor

Air Quality Index forecasting using deep learning

  • Hybrid LSTM + CNN + Transfer Learning architecture

Python PyTorch Jupyter

🌐 Portfolio Website

Personal portfolio built from scratch

HTML CSS JavaScript

📚 Research & Publications

  • 📝 Published Research Paper — AI/ML domain 📝 "A Domain-Adapted Multi-Source Ensemble Framework for Real-Time Crop Recommendation in Indian Agro-Zones"
    Accepted · ICISESSC 2026 — International Conference on Intelligent Systems in Engineering, Secured Systems and Cyber Security
    📍 IILM University, Greater Noida · April 9–10, 2026

  • 📖 Book Chapter contributor 📖 "Machine Learning for Agentic Behavior" — Chapter in Autonomous Intelligence: Designing the Future of Agentic Systems

📊 GitHub Stats

📫 Let's Connect

I'm actively looking for Data Science / ML / SDE fresher roles in India.
Feel free to reach out via LinkedIn or open an issue on any of my repos!

Pinned Loading

  1. AQI-index AQI-index Public

    LSTM_CNN_TRANSFER LEARNING

    Jupyter Notebook

  2. NeuroNudge NeuroNudge Public

    Built using python Full stack which includes Django,Bootstrap,SQl

    JavaScript

  3. portfolio portfolio Public

    HTML

  4. cropseek-llm cropseek-llm Public

    Machine-learning agriculture fastapi deep-learning llm crop-recommendation plant-disease-detection weather-api ollama multilingual-ai

    Python 2

  5. DSA-self-paced-geeks-for-geeks DSA-self-paced-geeks-for-geeks Public

    C++