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Mohan G. AI, Machine Learning and Cloud Platforms

My name is Mohan G. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, Retrieval Augmented Generation, PyTorch, TensorFlow, Machine Learning, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Predict how objects bend under pressure, Tricky OCR task, 99% accuracy, uses Deep Learning, 1st in Detecting wheezing sounds v1. I am based in Hyderabad, India. I've successfully completed 3 projects while developing at Softaims.

My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers.

I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims' clients by reducing infrastructure costs and improving user satisfaction.

I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

Main technologies

  • AI, Machine Learning and Cloud Platforms

    9 years

  • AI Agent Development

    6 Years

  • Retrieval Augmented Generation

    5 Years

  • PyTorch

    1 Year

Additional skills

Direct hire

Potentially possible

Previous Company

Read Ink Technologies

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Experience Highlights

Predict how objects bend under pressure

Used custom deep learning based solution. Uses Resnet and Unet related models, similar to semantic segmentation. Critical part: Handling the 3D model data. Tricky part: It is regression problem.

Tricky OCR task, 99% accuracy, uses Deep Learning

NOTE: Used image is just for illustration. Images involved in the work are of different objects and more complex in nature. - The object and labels in the image would be in complex orientation. - Some

1st in Detecting wheezing sounds v1

- The problem requires detection of wheezing sounds and its location given the audio recording of a patient (with/out asthma). - Solution uses deep learning based algorithm.

Education

  • Indian Institute of Technology (IIT) Kanpur

    Bachelor of Technology (BTech) in Electrical engineering, Computer Science, Mathematics

    2007-01-01-2011-01-01

Languages

  • English (Fluent)
  • Hindi (Native or Bilingual)
  • Telugu (Native or Bilingual)