Harikrishnan S

Experience

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  Joannou & Paraskevaides (Overseas) Ltd

  Mar 2017 - Mar 2018

  QA/QC Engineer

  Custodian of Two Holy Mosques King Abdullah Bin Abdul Aziz project for development of security facilities, Phase 2D & 2E (KAP2D &KAP2E), KSA

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  Aries Group Of Companies

  Jun 2019 - Jun 2020

  Event Management & Marketing Executive
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  Freelance

  Jul 2020 - Mar 2022

  Professional Freelancer

  Technical and feasibility studies including site investigationsDeveloping detailed designs using a range of computer software Undertaking complex calculationsResolving design and development problemsManaging budgets and project resources

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  Cb tech

  Feb 2022 - Sept 2022

  Software Engineer Trainee
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  Gieom

  Oct 2022 - now

  ⊛ Currently engaged in backend development for 'Digital Validator,' a software product designed for automated customer onboarding through AI-driven identity verification.⊛ Experience in Linux systems, recently spearheaded the deployment of Flask services on Linux servers with Nginx and Gunicorn, optimizing performance with worker processors.⊛ Responsible for developing data processing modules in Python, implementing optical character recognition (OCR) using Google’s Tesseract OCR and Python’s pytesseract library to extract customer information from government-issued IDs. Additionally, recently collaborated on developing modules using PaddleOCR specifically tailored for Gulf ID cards.⊛ Successfully established a Linux machine and conducted training of object detection models in Python using TensorFlow’s object detection API to validate and verify identity documents.⊛ Utilized Python's Flask web framework for the development and modification of several backend REST APIs.⊛ Executed queries in Microsoft SQL Server to extract onboarding statistics for analysis.⊛ Implemented AES-based encryption for media on application servers using Python’s PyCryptodome library.⊛ Acted as the primary point of contact for multiple projects, resolving client concerns through root cause analysis (RCA) and debugging.⊛ Provided mentorship to interns, offering guidance and support for the development of face-matching modules using Deepface and open face. Show less ⊛ Train deep learning models to find the most accurate one for ID card object detection. ⊛ Collect and preprocess data for training the ID card detection model.⊛ Analyze TensorBoard and graphs to monitor the learning curve during training. ⊛ Gain experience in handling TensorFlow Lite models, including conversion and testing on resource-constrained devices. ⊛ Train deep learning models using TensorFlow for ID card object detection. ⊛ Evaluate model performance (mean Average Precision). ⊛ Utilize TensorBoard to monitor the learning curve and analyze training progress.⊛ Familiarity with Python programming language and its scientific libraries (e.g., NumPy, Pandas).⊛ Collaborate with the team to refine the model and integrate it into an existing system. Show less

  • Software Engineer

    Apr 2023 - now

  • Data Science Intern

    Oct 2022 - Apr 2023