Machine Learning Engineer
"Shaping the future with intelligent systems fueled by data, machine learning, and cutting-edge AI."
About Me
I give machines a brain and a bit of soul.
I'm an AI/ML Engineer with expertise in developing intelligent systems and machine learning solutions. My focus lies in creating innovative AI models that deliver exceptional results and drive business value.
ML Frameworks
TensorFlow/PyTorch
Deep Learning
CNN/RNN/Transformers
Data Science
Pandas/NumPy/SciPy
Deployment
AWS/CI-CD/Docker
Experience
Neartekpod APAC Pvt. Ltd. | Jan 2025 – Present
Key Achievements
- •Built an AI-powered chatbot to automate interactions, reducing HR query resolution time by 40%.
- •Developed a complete payslip generation system to streamline payroll processing.
- •Deployed the product on AWS using EC2, ECS, S3, Cloud watch & handling 70+ monthly user requests with 99.9% uptime.
- •Integrated secure authentication and onboarding workflows to enhance user access using Auth0.
Technologies Used
Projects
Real-time Polyp Detection and Classification system uses CNN-based deep learning models, TensorFlow, and OpenCV for accurate identification. Designed for endoscopy video feeds, it provides instant visual feedback to assist with clinical decisions.
LLM Chatbot for Summarization and Q&A utilizes quantized Llama2 models, NVIDIA CUDA, and Gradio for efficient performance and interactive UI. Integrated LangChain for handling diverse NLP tasks across multiple file formats, including PDF, DOC, and Txt.
Built a machine learning model using XGBoost for early detection of Parkinson's disease. Utilized vocal features like jitter, shimmer, and HNR for non-invasive diagnosis. Tailored the solution specifically for war veterans to support targeted healthcare screening.
Technical Expertise
Education & Certifications
Academic Journey
Professional Certifications
Comprehensive course on advanced prompt engineering techniques
Accredited program covering fundamentals of Generative AI
Contact Me
(+91) 72000 00185
rahulgunasekarann@gmail.com
Dindigul, Tamil Nadu, India
I'm always open to discussing new projects, creative ideas or opportunities to be part of your vision.