Aryan Agarwal

2+ years of work experience

Aug 20259 mosPresent

Bengaluru, Karnataka, India

Jan 20256 mosJun 2025

Bengaluru, Karnataka, India

• Optimized document ingestion pipeline for LLaMB, improving processing speed by 35% across diverse formats (PDFs, DOCX, scanned files), resulting in faster time-to-query for enterprise use cases. • Redesigned chunking and embedding strategies to boost context relevance, improving retrieval accuracy in downstream RAG tasks by 25%. • Developed domain-specific prompt templates to minimize hallucinations and increase response accuracy, reducing irrelevant model outputs by 40%

Jun 20244 mosSep 2024

Bengaluru, Karnataka, India

• Implemented and deployed an Azure web-app for testing all TTS and ASR models, decreasing testing times by around 50%. Also scheduled GPU workloads on Kubernetes, enabling GPU co-location. • Created benchmarks for all internal development models, and integrating it into a pipeline, that automatically published the results into a database.

Jun 20234 mosSep 2023

Kolkata, West Bengal, India

• Created an app for RV dealers using React and Node.js making it easier for their customers to understand their vehicle, which helped increase customer satisfaction and brand value by about 20%. • Part of a cross-functional team in implementing a new feature using APIs and Web Scraping, resulting in a 25% increase in user engagement within the first quarter. • Optimized MySQL database queries, reducing page load times by 15% and enhancing overall application performance.

Aug 20227 mosFeb 2023

Manipal, Karnataka

• Implemented control algorithms such as PID and MPC in Gazebo using ROS and C++ which became the main control unit of the team. • Optimized path planning algorithms such as RRT and A-star, which helped improve the overall accuracy and lap times.