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  • Northeastern University
  • Boston, MA

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nishamurthy-22/README.md

Hi there! ๐Ÿ‘‹ I am Nisha Murthy Dinesh

๐ŸŽ“ MSCS @ Northeastern University (Boston, MA)
๐Ÿ’ป Software Engineer | AI & Full Stack Enthusiast


๐Ÿ‘ฉโ€๐Ÿ’ป About Me

I am a passionate engineer who loves building intelligent, scalable, and user-centric systems, whether thatโ€™s crafting a full stack app, optimizing database design, or deploying machine learning models in production.

Currently pursuing my Masterโ€™s in Computer Science at Northeastern University, my work spans software engineering, AI.
I have previously contributed to research in medical AI and mental health analytics, published in IEEE and Springer, and worked on projects that bridge data-driven intelligence with robust backend engineering.

โšก Fun fact: I love turning research ideas into real-world systems, from chatbots powered by GPT models to multi-calendar scheduling tools built from scratch.


๐Ÿ› ๏ธ Tech Stack

Languages
Python | Java | C++ | JavaScript | TypeScript | SQL

Web Technologies
React.js | Express.js | Node.js | Next.js | HTML | CSS | Bootstrap

Databases
MySQL | PostgreSQL | MongoDB | SQL

Cloud & DevOps
AWS (EC2, Lambda, Bedrock) | Docker | Kubernetes | Jenkins | Terraform | CI/CD

AI & ML
TensorFlow | PyTorch | scikit-learn | Hugging Face | LangChain | RAG | OpenCV | NLP | LLMs


๐Ÿš€ Featured Projects

๐Ÿ—“๏ธ Calendar Application โ€” Java, Swing, MVC
Built a modular multi-calendar system with timezone-aware scheduling, recurring events, and Google Calendar-compatible CSV import/export. Designed an interactive Swing GUI with event dialogs and achieved 90% mutation test coverage.

๐ŸŒพ Crop & Fertilizer Recommendation System โ€” Python, Flask, MySQL
Developed a normalized MySQL schema with 30+ stored procedures and triggers for automated crop/fertilizer recommendations. Designed a secure Flask web interface and reduced manual classification by 40%.

๐Ÿ‘ฃ MLOps Pipeline for Pedestrian Detection โ€” Python, YOLOv5, DVC, Streamlit
Built an automated MLOps pipeline handling data versioning, model registry, and inference. Deployed a real-time detection app cutting manual testing by 80%.


๐Ÿ“š Publications

  • BGKnowโ€“Medical Chatbot: A Hybrid Approach using GPT-2 and Knowledge Graphs โ€” Springer ADCIS 2023
  • Performance Comparison of ML Techniques for Early Detection of Postpartum Depression โ€” IEEE CICN 2023

๐ŸŒฑ Currently Exploring

MLOps, backend design, and AI system integration


๐Ÿค Letโ€™s Connect

LinkedIn โ€ข Email


โญ "Bridging intelligent systems with reliable software โ€” one project at a time."

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