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Samiullah’s Portfolio

Welcome to my portfolio! I’m Sami Ullah, an AI Developer and Machine Learning Engineer with expertise in designing back-end systems, developing machine learning models, and deploying AI solutions on various cloud platforms. I specialize in chatbots, recommendation systems, and RESTful APIs, and have experience with a wide range of machine learning technologies and tools.

About Me

I currently work as an AI Developer at Octaloop Technologies, where I focus on machine learning, AI solutions, and backend development. My technical foundation is rooted in Python, NLP, cloud deployment, and vector databases like Qdrant and Pinecone. I also have hands-on experience with deploying CI/CD pipelines on AWS.

With a degree in Electrical and Electronics Engineering, I have successfully transitioned into the AI and ML space, combining my electrical engineering knowledge with cutting-edge AI development to create scalable and efficient solutions.

Feel free to explore my work and projects to see how I apply machine learning to solve complex real-world problems.

  • 🔭 Current Role: AI Developer at Octaloop Technologies
  • 💻 Skills:
    • Machine Learning (ML) & Deep Learning (DL)
    • Natural Language Processing (NLP)
    • Backend Development (RESTful APIs, CI/CD Pipelines)
    • Vector Databases (Qdrant, Pinecone, FAISS)
    • Cloud Deployment (AWS, DigitalOcean, Render, Heroku, Koyeb)
    • Python, Pandas, NumPy, Scikit-learn
    • Chatbot Development & RAG (Retrieval-Augmented Generation) Bots
    • NoSQL Databases (MongoDB)
  • 🌱 Projects: My work spans from building chatbots using GPT models to deploying scalable cloud solutions, with a special focus on using AWS for CI/CD pipelines.
  • 📝 Blog: I share my thoughts on AI and development on Medium.

Download My Resume

If you’re interested in viewing my resume, you can check it out here: View My Resume

Herbal Advisor

An AI-powered health assistant chatbot providing personalized herbal product recommendations based on Traditional Chinese Medicine principles.

  • Tech Stack: ChatbotBuilder.io, Gemini 1.5 Flash, GPT-4 API, Python, Google Sheets.
  • CI/CD Pipeline: Deployed a RESTful API using AWS for analyzing tongue images with Gemini 1.5 Flash, ensuring seamless and scalable deployment.

HostGuru

A unified engagement platform for short-term rentals, developed using NLP, OpenAI, and MongoDB. This platform consolidates various communication channels into one streamlined interface.

  • Tech Stack: Python, RAG (Retrieval-Augmented Generation), OpenAI, MongoDB, Flask.

Boat-AI

A chatbot platform for boat enthusiasts that provides detailed product suggestions and retrieval-augmented answers using RAG and OpenAI technologies.

  • Tech Stack: Python, RAG, OpenAI, Flask, MongoDB.

Experience

Octaloop Technologies | AI Developer

(Nov 2023 - Present | Islamabad, Pakistan)
As an AI Developer, I design comprehensive back-end systems with robust user authentication, payment integrations, and RESTful APIs. I develop RAG chatbots using vector databases and fine-tune GPT models for various applications, including e-commerce recommendation systems.

  • Engineered chatbots using Qdrant, Pinecone, and FAISS.
  • Built recommendation systems using Scikit-learn and other ML libraries.
  • Deployed solutions across multiple cloud platforms, including AWS, DigitalOcean, and Heroku.

InsightSol Technologies | Machine Learning Engineer

(Nov 2023 | Remote)
Developed and implemented machine learning models, focused on data preprocessing and model optimization.

  • Integrated machine learning algorithms into larger applications.
  • Gained hands-on experience with data analysis for training models.

Darvis | AI Training Engineer

(Mar 2023 - Nov 2023 | Islamabad, Pakistan)
Focused on data annotation processes to support AI and machine learning models, ensuring high-quality datasets through the use of tools like CVAT.

Fiverr | Python Developer

(Oct 2021 - Feb 2023 | Freelance)
Worked as a freelance Python developer, completing various projects ranging from automation tasks to building small-scale applications.

Bestway Cement | Electrical Engineer Intern

(Nov 2022 - Dec 2022 | Khyber Pakhtunkhwa, Pakistan)
Assisted in electrical engineering tasks, working closely with senior engineers to deliver technical support on key projects.

Certifications

  • Machine Learning Specialization (Feb 2024 - Apr 2024)
    • Built supervised models using NumPy and scikit-learn.
  • Python for Data Science, AI & Development (Mar 2023)
    • Gained expertise in Python programming and data analysis.
  • Oracle Cloud Infrastructure Certified Foundations Associate (2023)
  • Oracle Cloud Data Management Certified Foundations Associate (2023)
  • NDG Linux Unhatched
  • Data Engineering Foundations

Education

  • B.Sc. Electrical Engineering
    Comsats University Islamabad (2018 - 2022)

  • A’ Levels - Pre-Engineering
    Global System of Integrated Studies (2014 - 2017)

Contact

Feel free to reach out to me through the following platforms:

Thanks for visiting my portfolio! Check out my GitHub for more projects and stay tuned for updates!