Hello, I'm Amogh :)

Computer Science M.S. student at Arizona State University with 2 years at IBM building production-grade software, cloud, data, and AI systems. My work spans backend engineering, full-stack development, databases, and intelligent workflows shaped for real deployment. Currently working as an AI Software Engineer at Arizona State University.

3.94

Arizona State University M.S. GPA

20+

production-grade applications delivered

~80%

reduction in manual document retrieval time

~30%

estimated infrastructure and inference cost reduction

Built and shipped.

Enterprise RAG, fine-tuning, federated learning on AWS and robotics.

01 · IBM · 2023-2025

Enterprise RAG & Agentic AI Platforms

Retrieval-augmented generation pipelines across large document repositories, plus agentic workflows for enterprise use cases.

~80%Faster doc retrieval

WatsonX
Elasticsearch
LangGraph
CrewAI
+2

02 · IBM · 2024-2025

~30%Lower est. inference cost

Granite Fine-Tuning & Inference Optimization

PEFT and LoRA tuning of IBM Granite models with evaluation loops and lifecycle optimization.

PEFT / LoRA
Evaluation
A/B Testing

03 · ASU CSE 546 · Spring 2026

97.39%Accuracy · 5 federated rounds

Federated Learning on AWS

Two-phase private training across AWS and simulated edge devices.

Lambda
Greengrass
MQTT
+3

04 · AI Course Project

Autonomous Robot Path Planning & RL

BFS, UCS, GBFS and A* benchmarked under identical ROS conditions, then a Q-learning agent for autonomous delivery.

Faster, more stable convergence.

ROS
A*
Q-Learning
Benchmarking

Research

Kind words.

Recommendations from people I've worked with at IBM and beyond. See them on LinkedIn

I had the pleasure of working closely with Amogh Ranavade on multiple projects during his time as an AI Engineer at IBM, and I can confidently say that he is one of the most technically gifted professionals I've worked with.
Amogh brings deep expertise in building technology around large language models (LLMs) and vector databases—a space that's evolving rapidly, and one in which he consistently stays ahead of the curve. His programming skills are truly top notch, and his ability to pick up new technologies quickly is nothing short of impressive.
Beyond his technical strengths, Amogh is also a fantastic teammate. He's approachable, collaborative, and brings a positive energy to every interaction. He’s the kind of person you want on your team—not just because of what he can build, but because of how he works with others.
Any team would be lucky to have Amogh, and I’m excited to see where his career takes him next. I would jump at an opportunity to work with him again down the road.

Shad GriffinData Scientist, AI Engineer, Economist, Data WranglerWorked with Amogh on the same team · July 2025

Amogh has worked on multiple AI-driven projects, and I can confidently say he is one of the most skilled and reliable AI engineers I have worked with. His expertise spans across machine learning, natural language processing, Building and deploying scalable generative AI solutions, and he consistently combines technical depth with practical problem-solving. He has an ability to take complex business challenges and translate them into clear, effective AI models and pipelines that drive tangible value. Beyond technical skills, he is a collaborative team player. He shares knowledge generously, and communicates complex AI concepts in a way that is easy for stakeholders to understand. His positive attitude, ownership mindset, and dedication to quality make him an invaluable asset to any team.

Amit KulkarniTechnical AI Consultant at WorldEmp India · Ex-AI Engineer at IBM WatsonxWorked with Amogh on the same team · July 2025

I had the pleasure of working with Amogh on a recent project, and he was instrumental to its success. He consistently went above and beyond—working outside of regular hours and always staying responsive. His deep understanding of LLMs, Agentic AI concepts, and object-oriented coding brought valuable technical insight to the team. A true asset, and someone I’d be happy to work with again.

Christopher ChenSolutions Architect, Generative AI at Google CloudWorked with Amogh on the same team · April 2025

I've had the pleasure of working closely with Amogh on several innovative client projects, particularly focusing on developing cutting-edge AI solutions leveraging WatsonX. Amogh consistently impressed me with his exceptional programming skills, deep technical knowledge, and remarkable ability to navigate complex engineering challenges.
One of Amogh's standout qualities is his collaborative nature—he’s genuinely easy and enjoyable to work with. He effortlessly bridges communication between technical teams and clients, ensuring everyone is aligned and understood. His approachability and clear communication style helped us deliver solutions that not only met but exceeded client expectations.
Amogh brings a contagious enthusiasm and supportive presence to any project, making even the toughest technical hurdles manageable and enjoyable. Any team would greatly benefit from his expertise, work ethic, and positive energy. I sincerely hope we have the opportunity to collaborate again in the future.

Vahi GunerAI Forward Deployed Engineer · IBMWorked with Amogh on the same team · March 2025

I worked closely with Amogh on LLM solution evaluation and prompt engineering for several client projects. Amogh impressed me a lot with his rigorous engineering practice, teamwork, strong work ethics. He is communicative, open to new opportunities and collaboration. I enjoyed a lot our time working together. He added trust and support to the team. I hope we can collaborate again some time in the future!

Hui WuPrincipal Research Scientist, IBM Research AISenior colleague at IBM · March 2025