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Freelance · Data & AI

Predictive Analytics & Computer Vision

With a B.Tech in Data Science & AI and production experience, I build models that answer practical questions — forecasting from historical sensor data, or detecting what's in images and video — and expose them as APIs your product can use.

Discuss your projectAll services
  • Python
  • FastAPI
  • Computer Vision
  • Time-series data
  • AI analytics

What I can help with

Forecasting / computer vision — what's included

  • 01

    Time-series forecasting

    Predictions from historical sensor or operational data.

  • 02

    Predictive analytics

    Turning historical data into forward-looking insight.

  • 03

    Computer vision

    Image and video analysis for detection and classification tasks.

  • 04

    Model serving

    Wrapping models in FastAPI services your apps can call.

Relevant experience

Built on real work

  • AQI Prediction & Environmental Analytics

    Project

    Predictive environmental analytics using historical sensor data, served through FastAPI.

  • Video Analytics for Brand Embedding

    Project

    Computer-vision based video analysis served through a Python backend.

  • Drone Crack Detection

    Project

    Computer vision for detecting cracks, integrated with drone-based capture.

See projects & experience

A good fit if…

  • You have historical data and want to predict what happens next
  • You need to detect things in images or video
  • You need the model running behind an API, not in a notebook

Remote · based in Hyderabad, India

How we'll work

A clear process, even when the problem isn't

I don't need to know everything before I start — I need to know how to figure it out.

  1. 01

    Understand

    Break down the problem and understand the system.

  2. 02

    Explore

    Research technologies and possible approaches.

  3. 03

    Build

    Create a practical working implementation.

  4. 04

    Debug

    Find bottlenecks, failures, and edge cases.

  5. 05

    Improve

    Optimize performance, reliability, scalability, and usability.

  6. 06

    Ship

    Deploy, monitor, support, and iterate.

Contact

Have a problem worth solving?

Whether you're building a product, solving a technical challenge, or exploring an interesting idea, I'd be happy to connect.

manjithreddy096@gmail.com
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Remote · based in Hyderabad, India

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