Open to opportunities

Ashish Lodaya

@ashishlodaya

Message

I am an AI Strategist specializing in Generative AI, autonomous agents, and end-to-end RAG solutions.

India

Message

What I'm looking for

I seek roles building production-grade Generative AI and autonomous agents, focusing on end-to-end RAG, model optimization, and scalable deployment in collaborative, engineering-driven teams with international relocation potential.

I am an AI Strategist focused on building and deploying autonomous AI agents and high-impact Generative AI solutions. I specialize in architecting end-to-end RAG and multi-agent systems that drive measurable operational efficiencies.

My work spans full-stack AI development—from model optimization with PyTorch and ONNX quantization to scalable deployment using FastAPI, Docker and AWS. I have reduced model hallucinations and improved retrieval accuracy through advanced prompt engineering and continuous model evaluation. Key projects include SDXL fine-tuning for controllable architectural generation and an autonomous BI platform that translates natural language into actionable analysis.

I bring hands-on internship and research experience that delivered up to 92% improvements in query resolution and significant model size reductions for edge deployment. I am eager to join engineering-driven teams that prioritize productionization, cross-functional collaboration, and international impact.

Experience

Work history, roles, and key accomplishments

Current

Research Intern

Current

KLE Tech University

Jun 2024 - Present (1 year 2 months)

Optimized Vision Transformer and RT-DETR models for edge deployment, delivering a 40% performance increase and 66% model size reduction via quantization and ONNX. Integrated optimized object detection models into deployment workflows for resource-constrained environments.

Vision Transformer RT DETR PyTorch Onnx Model Quantization Optimization Object Detection

AI Developer Intern

The Idea Company

Mar 2025 - May 2025 (2 months)

Architected and deployed end-to-end RAG and multi-agent AI solutions, improving automated query resolution operational efficiency by 92% and reducing model hallucinations by 30%. Deployed scalable applications with monitoring to support production use.

RAG Prompt Engineering fastAPI Docker PyTorch Faiss Monitoring

Education

Degrees, certifications, and relevant coursework

KLE Technological University

Bachelor of Engineering, Computer Science (Artificial Intelligence)

2022 -

Grade: 8.85/10

Activities and societies: Relevant coursework: Machine Learning; Deep Learning; Natural Language Processing; Statistics; Generative AI; Agentic AI; Big Data.

Bachelor of Engineering in Computer Science (Artificial Intelligence) at KLE Technological University, Hubli, with a GPA of 8.85/10 and focused coursework in Machine Learning, Deep Learning, NLP, Generative AI, Agentic AI, and Big Data.