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Schedule Interview NowMy 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.
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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.
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
- 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.
Bachelor of Technology (BTech) in Electrical engineering, Computer Science, Mathematics
2007-01-01-2011-01-01