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Devanshu S. AI, Machine Learning and General Development

My name is Devanshu S. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Deep Learning Modeling, Generative Model, Machine Translation, Reinforcement Learning, Model Tuning, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: 3D CNN-Based Cricket Pose Estimation with Pose Landmark Detection, Advance ANPR FRS with YOLOv8 and ESRGAN, Conv Padded U-Net based Covid19-CT-ImageSegmentation, Reinforcement Learning policy visualization with Unreal Engine. I am based in Singapore, Singapore. I've successfully completed 4 projects while developing at Softaims.

I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise.

I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful.

I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

Main technologies

  • AI, Machine Learning and General Development

    0 years

  • Deep Learning Modeling

    1 Year

  • Generative Model

    1 Year

  • Machine Translation

    1 Year

Additional skills

  • Deep Learning Modeling
  • Generative Model
  • Machine Translation
  • Reinforcement Learning
  • Model Tuning
  • Machine Learning
  • Python
  • TensorFlow
  • PyTorch
  • Unity
  • Unreal Engine
  • OpenCV
  • Vision-Language Model

Direct hire

Potentially possible

Previous Company

Research Intern at Singapore University of Technology and Design (SUTD)

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Experience Highlights

3D CNN-Based Cricket Pose Estimation with Pose Landmark Detection

Human pose estimation helps analyze movements in sports like cricket. Our system uses it to identify batting shots, check if a bowler's action is legal, and recognize umpire signals. The key innovatio

Advance ANPR FRS with YOLOv8 and ESRGAN

Develop an AI-driven Automatic Number Plate Recognition (ANPR) and Facial Recognition system for accurate identification and tracking of vehicles and individuals from CCTV feeds, enhancing security, p

Conv Padded U-Net based Covid19-CT-ImageSegmentation

This project focuses on COVID-19 CT image segmentation, helping radiologists estimate the damage with respect to the volume and consolidations in lung scans. Using a Padded ConvNet U-Net, we trained

Reinforcement Learning policy visualization with Unreal Engine

I built an RL model (Personal Project) in Unreal Engine 5.1 using Mindmaker and Blueprints, employing an Actor-Critic algorithm. The agent must reach a cylindrical pillar while avoiding stepping off t

Education

  • NIIT University

    Bachelor of Technology (BTech) in Computer science

    2019-01-01-2023-01-01

Languages

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