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Mind & Hand
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Mind & Hand
  • Paraqum Technologies, LK (hybrid)
  • Colombo, Sri Lanka
  • 09:42 (UTC +05:30)
  • LinkedIn in/bimalka98
  • YouTube @bimalka98

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@ENTC18 @entc-18-fyp-15

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bimalka98/README.md

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Hi there 👋

Bimalka is a senior electronics engineer specialising in low-level software for embedded and hardware-adjacent systems, with a track record of delivering high-impact solutions - from engineering chip characterisation pipelines for a Silicon Valley startup to building autonomous field robots from the ground up.

  • He graduated with an Honours Degree of B. Sc. of Engineering (Electronic, Telecommunication & Computing) from the University of Moratuwa, Sri Lanka, in July 2023, and is an Associate Member of the Institution of Engineers Sri Lanka (IESL).
  • He is a disciplined, self-reliant, and deeply curious professional who is exploring the fields of:
    • Computer Vision & Image Processing
    • Embedded Software
    • Computer Systems Architecture
  • He has solid fundamental knowledge and ~4 years of hands-on industry experience in these disciplines, as well as essential soft skills such as leadership, teamwork and consistency.
  • His professional goal is to deepen his expertise in these engineering fields while making a positive impact on society through innovation and collaboration.

Professional Experience/ Major Projects

  • In Aug 2026, I completed 3 years of service as a Systems Software Developer at Sagence AI Corporation, Santa Clara, CA, USA (remote). There, I collaborated with cross-functional Research and Development (R&D) teams across Sri Lanka, India, and the USA to build a novel analog in-memory AI inference accelerator. Engaged through Paraqum Technologies (Pvt.) Ltd., a Sri Lanka-based design services partner.

    • Engineered Assembly microcode (custom ISA) and Python APIs for: 1) wafer sorting, 2) Multi-Level Cell (MLC) weight programming, and 3) memory characterisation of the accelerator chip.
    • Accelerated weight programming and full-chip characterisation time from hours to minutes through parallelised computing block weight loading & inference, NumPy vectorisation and necessary driver upgrades.
    • Architected a full-stack internal GUI application using AI-assisted development tools to manage input vectors, run hardware inference pipelines, and analyse performance metrics.
  • In June 2023, I completed the Final Year Project of my undergraduate degree program, AutoPilotX: an Advanced autonomous navigation technology designed specifically for outdoor, semi-structured, and terrain-based applications.

    • Developed a generic field robot with autonomous navigation capable of operating in a semi-structured outdoor environment, focusing on: 1) optimal fusion of LiDAR, Vision, IMU & RTK sensors for precise pose estimation, 2) Robot Operating System (ROS1)-based software stack.
    • The potential applications include precision agriculture, autonomous security, autonomous carts, disaster management, and research.
  • In July 2022, I completed my undergraduate-level internship at a local Research and Development facility, where I worked on Machine Vision-based Real-Time Motion Planning for an Articulated Robot Arm,

    • Contributed to developing and/or upgrading algorithms, related software, and firmware of an industrial articulated robot arm that uses computer vision for real-time motion planning.

Skills

Data Analysis:

Programming:

Embedded Systems Design:

Other Tools:


GitHub Stats


Wanna Reach Me?

  • I'm hyperactive on LinkedIn. You can consider it as my resume too! It's always up to date.
  • Otherwise, feel free to drop a line via email. But I may take longer to reply, as I do not regularly check my inbox.

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  1. Computer-Vision-and-Image-Processing Computer-Vision-and-Image-Processing Public archive

    Computer Vision and Image Processing algorithms implemented using OpenCV, NumPy and MatPlotLib, for UOM's EN2550 Fundamentals of Image Processing and Machine Vision Module ❄

    Jupyter Notebook 28 12

  2. Stitch-images-using-SuperGlue-GNN Stitch-images-using-SuperGlue-GNN Public archive

    Forked from magicleap/SuperGluePretrainedNetwork

    Stitch images using SuperGlue features instead of mouse-clicked points. Compute the homography through RANSAC or MSAC. Stitch more than two images using mouse-clicked points. Handle the seams. {Sup…

    Jupyter Notebook 20 6

  3. Camera-Calibration-and-Backprojection Camera-Calibration-and-Backprojection Public archive

    Camera Calibration; Image Plane to Real world back-projection when the plane which the object lies is known, with respect to the world coordinate system.✔🔴 Note: The most accurate and latest versio…

    Python 4

  4. Embedded-Systems-Engineering Embedded-Systems-Engineering Public archive

    Assignments of UOM's EN3240 - Embedded Systems Engineering module

    C++ 3

  5. LaTeX-Templates LaTeX-Templates Public archive

    Document templates composed using LaTeX for my college assignments and projects (Applicable for any other university or college) ✨

    TeX 31 6

  6. DownSampleMe DownSampleMe Public archive

    A custom processor implemented in Verilog HDL for image down sampling for UOM's EN3030 Circuits and Systems Design module ❄

    Verilog 2 1