Ajith Kb
Development
Kerala, India
Skills
Machine Learning (ML)
About
The candidate's skills align with IT R&D Professionals (Information and Communication Technology). The candidate also has skills associated with Programmers (Information and Communication Technology). The candidate has 6 years of work experience.
Work Experience
R&D Embedded Engineer
ARVIN Technologies, Kerala (India)
October 2015 - April 2017
- Spearheaded the conception, design, and realization of tailored embedded systems and software solutions. Accomplished notable projects, including the development of a sign language conversion system using RPi & OpenCV, as well as pioneering Tristate Control mechanisms for electro-mechanical device regulation.
Associate Research Staff Member
V-Labs
September 2019 - Present
- Led the development and deployment of a robust Unstructured Document Extraction solution, achieving a six-sigma confidence level through innovative multimodal transformers across various document formats. Adeptly utilized and tailored Optical Character Recognition frameworks and libraries, including PaddleOCR, EasyOCR, and TrOCR, to meet diverse OCR needs, delivering accurate results from a variety of data sources. Developed an advanced OCR algorithm, resulting in a 20% reduction in Character Error Rate (CER) compared to open-source alternatives. Hands-on experience in utilizing state-of-the-art Language Models (LLMs) such as GPT 3.5, Mistral, and LLAMA2 for generative AI and data extraction projects. Proficient in custom LLM fine-tuning using the HuggingFace library and employing PEFT-LORA techniques. Proficient in a wide spectrum of computer vision and natural language processing techniques encompassing object detection, classification, named entity recognition, language translation, text generation, Sentiment analysis, Summarization, and Visual Question Answering (VQA) tasks. Extensive experience with object detection algorithms, including SSD, Faster R-CNN, YOLO, Swin Transformer, and Vision Transformer (ViT). Skilled in customizing substantial language models and deploying text extraction and classification algorithms such as BERT, LayoutLM, BART, T5, Donut, Pix2Struct, and LLaVAAR to align with precise project needs and strategic objectives.
Electronics Development Engineer
CINESOFT Research & Development, Kerala
April 2017 - July 2017
- Designed and engineered custom embedded systems and software solutions Including end-to-end development, including design, coding, testing, and debugging of system software. Successfully executed projects such as road line detection using MLP, RPi & OpenCV, and the creation of a bespoke Bluetooth Keyboard with microcontroller integration.
Education
Vidya Academy of Science and Technology (Calicut University)
January 2011 - January 2015
Master of Technology in Robotics and Automation
