Skip to content
View sufyanAshraf's full-sized avatar

Block or report sufyanAshraf

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.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

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

Report abuse
sufyanAshraf/README.md

Hi πŸ‘‹, I'm Muhammad Sufyan Ashraf

AI/ML Engineer | Agentic AI Systems | LLM Fine-tuning & Deployment


πŸš€ About Me

  • πŸ”­ Currently the sole AI Engineer at Falconic Tech, building agentic AI systems and production LLM pipelines
  • 🧠 Focused on LangChain, LangGraph, CrewAI, LLM fine-tuning (QLoRA on LLaMA 3), and model evaluation (LangSmith, TruLens)
  • ☁️ Deploying at scale with AWS Bedrock, Lambda, and SageMaker
  • πŸŽ“ MSc in Computer Science from Information Technology University (ITU), BSc from University of Central Punjab
  • 🌱 Background spans classical computer vision (OpenCV, Azure AI Vision, OCR) through modern RAG & agentic LLM systems
  • πŸ’¬ Ask me about: RAG pipelines, agent orchestration, model fine-tuning, and CV automation

πŸ› οΈ Tech Stack

Languages & Frameworks Python FastAPI PyTorch TensorFlow

AI / Agentic Systems LangChain LangGraph CrewAI HuggingFace n8n

Vector DBs & Knowledge Pinecone FAISS ChromaDB Neo4j

Cloud & MLOps AWS Azure Docker MLflow


πŸ’Ό Featured Projects (work projects are private)

  • Customer Support Automation: RAG + fine-tuned LLaMA 3 (QLoRA) + Pinecone + LangGraph, automating 80%+ of incoming support queries
  • AI Agent for Sales Managers: CrewAI + OpenAI, natural language β†’ SQL with auto-generated dashboards
  • Screen Defect Detection: TensorFlow + OpenCV pipeline deployed on AWS
  • Compliance & Verification Automation (Granjur): CV/OCR pipelines cutting processing time from 24 hrs β†’ 1.5 min and 48 hrs β†’ 1 min

πŸ“Š GitHub Stats:




πŸ“« Reach me at r.sufyanash@gmail.com

Pinned Loading

  1. RAG-Local-Business-Assistant RAG-Local-Business-Assistant Public

    Python 1

  2. AI_Agents AI_Agents Public

    Jupyter Notebook 1

  3. Fine-tune-google-gemma_with_custom_dataset Fine-tune-google-gemma_with_custom_dataset Public

    Jupyter Notebook

  4. Lane-Detection-System-using-Hough-Transform Lane-Detection-System-using-Hough-Transform Public

    Road lane detection using Hough Transform. codeis done in python

    Jupyter Notebook

  5. CrewAi-Agent CrewAi-Agent Public

    Jupyter Notebook

  6. EDA-Analysis-Regression-Classification EDA-Analysis-Regression-Classification Public

    Jupyter Notebook 1