Skip to content
View AI-14's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report AI-14

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 250 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
AI-14/README.md

👋 Hi, I'm Amaan

LLM Research Scientist @ Gen Digital (MoneyLion) | Multi-Agent AI Architect | AIOps & Infra | Scaling AI from Research to Production | Fintech


I build AI systems that actually work in the real world — scalable, intelligent, and production-ready.

🎯 Currently: Developing large-scale LLM pipelines at Gen Digital (MoneyLion) to power real-time financial decision systems.
🧠 Expertise: Large language models (LLMs), Generative AI, multimodal intelligence, and multi-agent architectures.
🌍 Applications: Applied these methods in healthcare (e.g., radiology report generation), video-understanding (e.g., sign language recognition) and now focused on fintech, building high-performance agentic systems for enterprise deployment.


🧠 What I Work On

  • 🧭 Designing multi-agent systems that coordinate LLMs.
  • 🧠 Developing multimodal architectures that fuse vision, language, and structured data.
  • 🏗️ Scaling research to production with PyTorch (DDP/FSDP), LangGraph, Kubernetes, AWS, etc.
  • ⚡ Optimizing inference pipelines for low-latency, high-throughput real-world applications.
  • 🧩 Building agentic workflows and infra that make AI systems reliable and efficient.

🛠️ Technical Stack

Category Tools & Frameworks
Programming Languages Python • Java • TypeScript • JavaScript • HTML • CSS
Databases & Storage MySQL • PostgreSQL • MongoDB • QDrant
Data Processing & Visualization NumPy • Pandas • PySpark • Matplotlib • Seaborn • Plotly
AI/ML & GenAI Scikit-Learn • PyTorch (DDP, FSDP, DeepSpeed, Ray) • LangChain • LangGraph • FastMCP
AIOps & Deployment MLflow • Airflow • Docker • Kubernetes • Terraform • AWS
Other Git • GitHub • GitHub Actions • Kafka • LaTeX • React • FastAPI

“Great systems aren’t just built — they’re designed, debugged, and evolved.”

Pinned Loading

  1. micar-vl-moe micar-vl-moe Public

    [IJCNN 2025] [Official code] - MicarVLMoE: A modern gated cross-aligned vision-language mixture of experts model for medical image captioning and report generation

    Python 6 1

  2. r2gpoallm r2gpoallm Public

    [CC 2025] [Official code] - Engaging preference optimization alignment in large language model for continual radiology report generation: A hybrid approach

    Python 1

  3. pkatransnet pkatransnet Public

    [IVC 2025] [Official code] - Enhancing radiology report generation: A prior knowledge-aware transformer network for effective alignment and fusion of multi-modal radiological data

    Python 1 1

  4. chronicles chronicles Public

    It is a full-stack blog web application built with React on the frontend and Django/DRF on the backend integrated with AWS-S3 & AWS-RDS services.

    TypeScript 35 12

  5. nqueens-astar-genetic-algorithm nqueens-astar-genetic-algorithm Public

    N-Queens GUI solver using A* (A-Star) and Genetic Algorithm.

    Python 7