Skip to content
View Nisarg01-01's full-sized avatar
🎯
Focusing
🎯
Focusing

Highlights

  • Pro

Block or report Nisarg01-01

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
Nisarg01-01/README.md

Nisarg Shah

🚀 Software Engineer + ML/AI Engineer building systems that turn data into reliable, real-world decisions.

My work focuses on backend systems, distributed data processing, and applied machine learning—especially where ML models need to operate within scalable, production-grade infrastructure.


🛠️ What I Build

  • ⚡ High-performance systems (C++, multithreading, low-latency design)
  • 🔄 Distributed data pipelines (Kafka, Spark, real-time processing)
  • 🧠 ML/AI systems (deep learning, time-series, retrieval + GenAI)
  • 🌐 Backend services and APIs for production deployment

🤖 ML & AI Work

  • Crop yield prediction (<10% error)
  • River discharge forecasting (0.95 NSE, <5% error)
  • Flood mapping (>90% accuracy)
  • Retrieval + GenAI systems combining structured + semantic search

I focus on deploying ML systems—not just training models:

  • data pipelines
  • validation
  • integration with backend systems

⚙️ Systems Work

  • Concurrent key–value store (C++) → 7.7M ops/sec
  • Real-time analytics pipeline → 59K events/sec
  • Scalable APIs and microservices

⚡ Development Approach

I use LLM-assisted workflows to accelerate development, while maintaining full ownership of system design, correctness, and performance.


💻 Tech

C++, Python, Kafka, Spark, PostgreSQL, FastAPI, Docker, Linux, PyTorch


🔗 Links

Pinned Loading

  1. IDverse IDverse Public

    Decentralized Identity and Access Management (IAM) dApp

    TypeScript

  2. multi-modal-search-engine multi-modal-search-engine Public

    Python

  3. Realtime-Data-Pipeline Realtime-Data-Pipeline Public

    An end-to-end data pipeline using Kafka, Spark, and PostgreSQL with a real-time Streamlit dashboard.

    Python

  4. TrendScout_AI TrendScout_AI Public

    Python 1

  5. Ecommerce_Analytics Ecommerce_Analytics Public

    Jupyter Notebook

  6. sentinel-pr-review sentinel-pr-review Public

    Python