I'm all about diving into the world of AI, constantly pushing the boundaries to solve problems in innovative ways. With a background in machine learning and a knack for natural language processing and computer vision, I'm on a mission to make technology work smarter for us all. Whether it's fine-tuning algorithms or digging deep into data, I'm all in. Let's explore the possibilities together!
Education
Bachelor of Technology in Artificial Intelligence and Data Science
Sri Ramakrishna Engineering College
Coimbatore, Tamil Nadu
2020 - 2024
CGPA: 9.11/10
Experience
Associate AI Engineer→
Edsols Innovations Private Limited
Graduate Engineer Trainee
Edsols Innovations Private Limited
Student Researcher
GE Healthcare Lab @ SREC
- Developed an interactive app for children with disabilities, using ReactJS and FastAPI to create a responsive, accessible platform.
- Implemented AI-driven phoneme matching to analyze and rate children’s speech, enhancing diagnostic accuracy by 30% and providing real-time feedback to therapists for quicker intervention.
- Integrated an EMR module for large-scale data management and reporting, enabling compliance with healthcare standards.
Skills
Technical expertise and core competencies
Languages
Frameworks
Core
Tools
Interests
Areas of focus and research interests
Computer Vision
Image processing and visual understanding
LLMs
Transformers and AI agents
Generative AI
Multimodal generative models
Machine Learning
Predictive modeling and deep learning
Robotics & Automation
Integrating AI systems into robotics
Reinforcement Learning
Agent-based learning systems
Natural Language Processing
Text understanding and generation
Web Development
Modern web applications
Featured Projects
A collection of projects showcasing my experience in AI, healthcare technology, and accessible solutions.
Dynamic Knowledge Graph Generator
Dynamic Knowledge Graph Generator
Streamlined data structuring by generating dynamic, clutter-free knowledge graphs using NLP and neuralcoref.
AI Image Description Tool for the Visually Impaired
AI Image Description Tool for the Visually Impaired
Designed a CNN-LSTM model for real-time image-to-speech conversion, enabling accessibility on edge devices.
AI-Powered Reception and Luggage Management System
AI-Powered Reception and Luggage Management System
Automated processes with DofBot using OpenCV and ROS, achieving efficient luggage handling with facial recognition and robotics.
Medical Equipment Detection in ICU
Medical Equipment Detection in ICU
This project focuses on detecting medical equipment in ICU settings using advanced computer vision techniques to enhance patient care and operational efficiency.
YouTube Analysis Package
YouTube Analysis Package
Provides tools for analyzing YouTube video data, including metrics on views, likes, comments, and engagement trends.
PDF OCR Data Extractor
PDF OCR Data Extractor
Automates the extraction of specific data from PDF documents by converting scanned or image-based text into machine-readable form.
Ongoing Works
Explore the projects I’m currently working on and the ideas driving my passion.
Diary & Story Publishing Platform
An OTT-style platform designed for writing, publishing, and exploring stories and journals. This project combines creative expression with a seamless user experience for storytellers and readers alike.
3D Face Reconstruction with Generative AI
An independent research project exploring how transformers can be used for in-depth 3D face reconstruction. The work delves into the challenges of creating accurate 3D face models from limited data.
Virtual Assistant
A next-generation virtual assistant utilizing fine-tuned LLMs and Retrieval-Augmented Generation (RAG) to interact with computer interfaces. It aims to execute commands seamlessly, bridging human-computer interaction.
Open to
Contact
+91 9360232068
dineshramdsml@gmail.com
India