cv

Software Engineer

Shell

Engineered AI/ML solutions for HR automation and test case prioritization.

• Built an AI-powered HR Chatbot using a Retrieval-Augmented Generation (RAG) pipeline with LangChain and GPT, indexing Shell HR policy documents for quick, context-aware responses.
• Automated 70% of HR employee inquiries, streamlining internal communications, cutting response times by 50%, and saving $100k annually in operational costs.
• Implemented document chunking, embedding generation, vector indexing, and semantic retrieval for robust intelligent automation systems.
• Developed a web application for Test Case Prioritization using clustering and supervised learning, improving test suite accuracy and efficiency.
• Engineered machine learning models leveraging execution history and step complexity, leading to a 35% reduction in execution time and cost savings of $10k.

Researcher

LISITE Lab Isep

Research focused on ML-based resource management in fog computing.

• Co-authored and published a Springer journal paper on ML-based resource management in fog computing, proposing latency-reduction strategies.
• Designed and evaluated scalable deployment models by estimating infrastructure requirements and performance metrics, ensuring optimized allocation of computing resources.

Machine Learning Intern

Vidrona

Developed predictive maintenance solutions using computer vision.

• Developed predictive maintenance solutions for insulator caps and guy adjusters by processing drone-captured images with deep learning models (YOLOv3/5/8, Faster R-CNN).
• Enhanced model accuracy through advanced image preprocessing techniques, including Histogram Equalization, noise reduction, and contrast adjustment.
• Optimized detection pipelines by fine-tuning thresholds and anchor boxes, enabling large-scale automation and saving 300+ hours of manual labor weekly.

Vice President

Shell Toastmaster Club

Leadership role focused on public speaking and event organization.

• Completed Level 3 and conducted 45+ events to enhance public speaking and leadership skills.

Master's

Columbia University

Data Science

• Unsupervised Learning
• Competitive Coding
• Applied Deep Learning
• Probability and Statistics

Bachelor's

Vellore Institute of Technology

Computer Engineering

Best Domain Prize

IvyHacks

Won Best Domain prize in IvyHacks: a joint hackathon hosted by 6 Ivy League universities.

ML-based resource management in fog computing

Springer

Proposed latency-reduction strategies that improved fog-cloud integration efficiency.