Work Experience
IQVIA
Machine Learning Engineer
June 2024 - Present
- Developing and managing end-to-end Machine Learning systems, focusing on fine-tuning LLMs with curated datasets and PEFT and LoRA techniques for enhanced data analytics.
- Working with Agentic Retrieval-Augmented Generation (RAG) systems to drive innovation in data retrieval techniques to accomodate the needs of data specific answer generation.
- Using Amazon SageMaker and Docker for model training and deployments.
- Collaborating with a supportive team to foster growth and enhance engineering capabilities.
Generative AI
LLM
Data Preparation
Feature Engineering
Multi Agent Systems
Agentic RAG
Model Finetuning
PEFT/LORA
Sagemaker
Docker
Pytorch
IQVIA
Software Development Engineer 1
June 2023 - June 2024
- Worked as a backend developer in the KPI team, responsible for direct engagement with top pharmaceutical companies on data analytics projects.
- Utilized cutting-edge technologies to develop and maintain high-performance backend systems.
- Designed and implemented key features to enhance data processing and reporting capabilities.
- Collaborated with cross-functional teams to ensure seamless integration and delivery of technical solutions.
Software Development
Backend Development
Data Analytics
Feature Design
.NET Development
High-performance Systems
Cross-functional Collaboration