Chandra Babu Naidu Rayavaram
HYDERABAD
Summary
Experienced Senior Solution Leader and Technical Architect with a strong foundation in machine learning, computer vision, and software development. Skilled in developing and deploying innovative solutions to enhance document processing workflows and medical imaging diagnostics. Demonstrated leadership in guiding teams toward achieving project targets and continuous improvement. Adept at problem-solving and technology integration to drive advancements in digital processing and analysis.
Overview
14
14
years of professional experience
Work History
Senior Solution Leader
Brane Enterprises Limited
HYDERABAD
10.2023 - Current
- Led the development of an end-to-end intelligent document processing pipeline, integrating LLMs with OCR technologies.
- Spearheaded the design and deployment of computer vision models to detect ischemic stroke in MRI brain scans.
- Finetuned Random Forest algorithms to determine the functionality of shrimp ponds by analyzing Sentinel-2 satellite data, enabling timely interventions and improved management practices in aquaculture.
Technical Architect - ML / Computer Vision
Antworks Solutions Private Ltd.
Chennai
07.2014 - 10.2023
- Designed and developed automated image enhancer module which automatically correct the gamma, skew, rotation and denoising of scanned document, and improved expected accuracy by 15%
- Enhancer module will improve the quality of the scanned document and extraction accuracy
- Designed and developed handwritten extraction engine for structured documents (like Banking / Insurance domains) using CNN and Computer vision techniques
- Designed the developed automated checkbox extraction for structured and unstructured documents
- Solution provided for handwritten content detection of structured / unstructured documents using the combination of cognitive machine reading and computer vision techniques
- Document classification using inception V3
- Automated table detection and extraction in scanned documents using FRCNN and OpenCV techniques
- Customization done in editable PDF / OCR extraction engines
- Language modelling (Japanese, Korean) using TesseractOCR
- Image registration based on Homography feature matching
- Object detection using FRCNN
- Face, Object, Logo detection
- Implemented inspector module for scanned documents quality improvement
- PDF to tiff conversion module using ghost script
- Search engine implemented for unstructured document digitization.
Software Engineer
Novatium Solutions Private Ltd.
Chennai
06.2011 - 07.2014
- Software enhancement in navigator device.
- Device driver customization for stylus pen device.
- File manager modifications.
- Master daemon event handling from UI to back end.
- Device Drivers development.
Member Technical Staff
HCL Technologies
Chennai
05.2010 - 06.2011
Education
Narayana Engineering College
Nellore, Andhra PradeshSkills
- Generative AI, Machine Learning & Deep Learning
- NLP , LLM ( Ollama with Gemma2, LLaMa 31)
- Computer Vision ( OpenCV, Tensorflow , PyTorch, Keras , YOLO, UNet)
- Software Development (C/C, Python, Shell scripting)
- Document Processing (OCR Engines, Editable PDF Extraction)
- Key information extraction from documents
- Debugging & Performance Tools (GDB, Valgrind)
- AWS, Azure
- Vector Database (FAISS - Facebook AI Similarity Search)
- ONNX Runtime
Timeline
Senior Solution Leader
Brane Enterprises Limited
10.2023 - Current
Technical Architect - ML / Computer Vision
Antworks Solutions Private Ltd.
07.2014 - 10.2023
Software Engineer
Novatium Solutions Private Ltd.
06.2011 - 07.2014
Member Technical Staff
HCL Technologies
05.2010 - 06.2011
Narayana Engineering College
Custom
- English
- Telugu
- Tamil
Custom
- Employee of the Quarter
- Extra Miler for Multiple Quarters
Languages
- English
- Telugu
- Tamil
Awards
- Employee of the Quarter
- Extra Miler for Multiple Quarters
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