SREELAKSHMI U
Software engineer
Palakkad,Kerala
Summary
Hardworking Software Developer with 4.5 years of experience in Computer Vision. Adept at quickly mastering new technologies and working in both collaborative and self-directed environments. Passionate about image processing, machine learning, and algorithm optimization. Dedicated to achieving challenging development objectives under tight schedules while producing efficient and optimized code. A proactive team player focused on accuracy and performance enhancement.
Overview
6
6
years of professional experience
4
4
years of post-secondary education
1
1
Certification
Work History
Software Developer (Image Processing)
Lucid Imaging
01.2019 - Current
- Developed vision systems to detect defects in sheets by learning features from training data
- Built Currency Security Feature Inspection System using object detection & classification, optimizing speed by 2x
- Created OCR-based Image Processing Algorithm for Currency Serial Number Reader and quality inspection
- Implemented automatic feature extraction using edge information for template matching
- Analyzed and optimized template & feature-based matching algorithms for improved efficiency
- Conducted FMEA on various Computer Vision algorithms and eliminated failures
- Developed lens distortion correction in FPGA for imaging applications
- Expertise in segmentation, object detection, classification, morphological operations, barcode reading, OCR
- Provided technical support and sample code preparation for Halcon software user queries
- Developed an automatic brightness correction logic for dynamic imaging environments
- Conducted research and algorithm development for face recognition using Eigen Face and PCA for currency portrait verification
Education
Bachelor of Engineering - Electronics and Communication
NSS College of Engineering
Palakkad, Kerala 01.2015 - 01.2019
Skills
- C
- MATLAB
- Halcon
Merlic - Deep Learning
Certification
Phython full stack devolopment
Timeline
Phython full stack devolopment
01-2020
Software Developer (Image Processing)
Lucid Imaging
01.2019 - Current
Bachelor of Engineering - Electronics and Communication
NSS College of Engineering
01.2015 - 01.2019
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