About Me
ANALYST, AI & ML DEVELOPER with a strong foundation in Artificial Intelligence and Machine Learning, coupled with practical experience in developing and optimizing production systems. Proven ability to automate complex workflows, manage databases and servers, and implement innovative solutions using Generative AI. Adept at leveraging deep learning frameworks and computer vision techniques for advanced applications, as demonstrated through academic projects and certifications. Seeking to contribute analytical and technical skills to challenging AI/ML roles.
2+
Years Experience
3
Projects Completed
1
Research Papers
3
Certifications
Skills & Expertise
Technical proficiency across AI/ML, software development, and production systems
Technical Skills
AI & Machine Learning
Programming Languages
ML Frameworks
Tools & Technologies
Methodologies
Soft Skills
Work Experience
Associate Production Analyst
BNP Paribas
Managing production systems and implementing AI-driven automation solutions.
Key Responsibilities:
- ▸Developed and managed functionalities of the IntelliMatch application, ensuring seamless reconciliation of Cash, Trade, and Stock transactions globally.
- ▸Administered database and server management, including job and transaction monitoring, user support, application maintenance, and deployments using CI/CD.
- ▸Developed Python, PowerShell, SQL, and Batch scripts to automate and optimize ETL workflows, achieving a 30% reduction in manual effort.
- ▸Designed and implemented AutoSys jobs using JIL and SQL stored procedures for large-scale automation. Managed 400+ file watchers, 25+ alerting systems, achieving 50% reduction in manual monitoring.
- ▸Initiated the adoption of Generative AI tools in production and trained team members, leading to improved productivity and operational efficiency.
Technologies Used:
Featured Projects
Innovative AI/ML solutions from research to production
ActiveBrainNet
A Novel Active Learning Paradigm for Brain Tumor Classification
Developed a novel deep-learning framework for medical image classification utilizing active learning methodologies. Leveraged human expertise to enhance model performance through a collaborative learning environment.
94%
Accuracy
22%
Data Required
Key Features:
- ▸Incorporated sampling strategies like Informativeness (entropy and marginal difference) and Representativeness (t-SNE pairwise similarities)
- ▸Achieved 94% accuracy with only 22% of labeled data
- ▸Introduced novel techniques for auto-termination of active learning using weighted averages
Animal Intrusion Detection
YOLOv5 & Computer Vision System
Built a deep learning framework trained on a custom dataset of 6000+ images using a pre-trained YOLOv5 model and fine-tuning techniques.
96%
Accuracy
6000+
Dataset Size
Key Features:
- ▸Achieved over 96% accuracy in detecting animal intrusions
- ▸Deployed the model into Deepstream for real-world application
- ▸Implemented on NVIDIA Jetson-nano Developer kit for edge computing
Production Automation Suite
ETL & Workflow Automation
Comprehensive automation system for production environments, reducing manual effort and improving operational efficiency.
30%
Efficiency Gain
50%
Monitoring Reduction
Key Features:
- ▸Automated ETL workflows with Python and PowerShell scripts
- ▸30% reduction in manual effort through intelligent automation
- ▸Implemented 400+ file watchers and 25+ alerting systems
Education
B.Tech in Artificial Intelligence
SRM Institute of Science and Technology
Specialized in AI, ML, Deep Learning, and Computer Vision
2020 - 2024
Higher Secondary (PCM)
Sri Vivekananda Junior College, Chittoor
Physics, Chemistry, Mathematics
2018 - 2020
SSC (10th Grade)
Sri Bhanodaya E M High School, Chittoor
Secondary School Certificate
2017 - 2018
Certifications & Credentials
Certified AI Foundations Associate
Oracle
September 2024
Jetson AI Specialist - Deep Learning
NVIDIA
September 2022
Deep Learning for Industry 4.0 With Computer Vision
AJNA AI
Using Jetson nano developer kit
June 2022
Research & Articles
Published research and technical writing on AI/ML innovations
ActiveBrainNet: Revolutionizing Medical Image Classification
Exploring how active learning can achieve 94% accuracy with minimal labeled data in brain tumor classification.
Get In Touch
Let's discuss how I can contribute to your team and projects
Contact Information
nandarapucharan065@gmail.com
Location
Chennai, India