**Muhammad Oqba Bin Jawed**
muham madoqba2001@gmail.com
03303265822
A-702 Block-H North Nazimabad

**LinkedIn Profile**
As a Computer Scientist, I possess proficiency in Python and SQL. I am a motivated learner of Artificial Intelligence with a keen interest in nature-inspired Genetic Algorithms, including Evolutionary Algorithm and Ant Colony Optimization. Additionally, I have expertise in Large Language Model (LLM) fine-tuning, specializing in refining models for specific tasks. My commitment to self-improvement and continuous learning is evident in my current exploration of solving real-world problems using regression and classification through Deep Learning Neural Networks. I am enthusiastic about applying these skills to address challenging NP-hard problems.

**Education**
**08/2020 – Present**
Bachelor of Science in Computer Science
Habib University, Karachi, Pakistan
CGPA: 3.5

**Intermediate**
Adamjee Government Science College, Karachi, Pakistan
88.5%

**Skills**
- **RAG (Retrieval Augmented Generation) System**: Created 4 RAG systems for specific domains.
- **Machine Learning (ML)**: Classification models (Random Forest/Logistic Regression).
- **Programming Languages**: Python, Java (Intermediate).
- **Communication Skills**: Excellent public speaking and communication abilities.
- **Microsoft Azure**: Azure AI Studio, Azure Speech Studio, Azure Machine Learning, Azure Databricks, Azure Data Lake Storage (ADLS), PySpark.
- **LLM Parameter Efficient Fine-Tuning (PEFT)**: Created a substantial real-world instruction dataset for fine-tuning Llama-7B.
- **PGVector Database**: Stored and retrieved over 20GB of embeddings.
- **LangChain**: Used OpenAI's 'text-embeddings-ada' to generate embeddings in a corpus exceeding 20GB. Implemented GPT-3.5, Mistral-7B, and Flan-T5 for generative AI chatbots and copilots.
- **Microsoft Office**: Proficient in Word, PowerPoint, Excel.
- **Tools**: VS Code, Git, Visual Studio, LaTeX, Jira.

**Work Experience**
**01/2022 – Present**
Data Scientist
ImproData, Karachi, Pakistan
- Leading a project with K-Electric to develop an ML system for predicting customer payment behavior.
- Collaborated with BAB (Saudi Arabia) on Arabic text processing, evaluating models like Mistral, Jais, and OpenAI/Cohhere embeddings. Integrated Quadrant Vector Databases.
- Implemented a RAG pipeline for a Dubai-based startup, involving data scraping, Azure Data Lake Storage, and OpenAI embeddings.

**03/2023 – 12/2023**
Associate Consultant - Data & AI Team (Remote)
TheCoded Inc., California, USA
- Built chatbots using Microsoft Azure OpenAI and integrated Microsoft Copilot into Power BI and Dynamics.
- Developed intelligent applications using Microsoft Semantic Kernels and showcased AI applications in healthcare with Microsoft Dream Demos.

**07/2021 – Present**
YouTube Channel: Learn With Oqba
- Providing free programming education, particularly in Python, to fill the gap in Pakistan's educational content.
- Link: [https://www.youtube.com/@learnwithoqba9857/featured](https://www.youtube.com/@learnwithoqba9857/featured)

**Certificates**
- **NVIDIA Deep Learning Institute Certificate**: Fundamentals of Accelerated Computing with CUDA C/C++ (Issued: 24-March-2023, ID: 317d082da74546fab3192b782b5d8718).

**Organizations**
**05/2022 – 08/2022**
Python Programming Instructor
The Bridge School, Karachi, Pakistan
- Delivered 40 hours of instruction to help students learn Python programming and data structures in disadvantaged neighborhoods.

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