Open to opportunities

Naseef Muhammad

@naseefmuhammad

Message

Machine Learning Engineer with expertise in data analysis and modeling.

United Arab Emirates

Message

What I'm looking for

I am looking for a role that fosters innovation and allows me to leverage my machine learning skills to solve complex problems while contributing to a collaborative team environment.

I am a Machine Learning Engineer with a strong foundation in programming and data analysis. My journey began with a BSc in Mathematics from the University of Calicut, where I honed my analytical skills and developed a passion for machine learning. I have successfully developed various projects, including an AI-powered SQL query engine and an interactive chatbot, showcasing my ability to apply complex algorithms to real-world problems.

My expertise spans across multiple machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn, as well as data manipulation tools like Pandas and NumPy. I am particularly proud of my work on the S&P 500 stock clustering and portfolio optimization project, where I utilized K-Means clustering and financial modeling techniques to enhance portfolio diversification. My commitment to continuous learning is evident through my completion of the IBM Data Science Professional Certificate, which has further solidified my skills in data science and machine learning.

Experience

Work history, roles, and key accomplishments

AI Chatbot Development

Self Employed

Developed an interactive chatbot using Hugging Face's Transformers library and Gradio for the user interface. Deployed the chatbot on a Hugging Face Space for easy access and sharing.

Python Gradio Natural Language Processing

Natural Language SQL Query Engine

Self Employed

Developed an AI-powered SQL helper that processes natural language queries using DuckDB and an open-source language model. Implemented a system to execute SQL queries and present results in natural language for user accessibility.

Python DuckDB SQLAlchemy Database Management Natural Language Processing

AI Chatbot Development

Self Employed

Developed an interactive chatbot using Hugging Face's Transformers library and Gradio for the user interface. Deployed the chatbot on a Hugging Face Space for easy access and sharing.

Python Gradio Natural Language Processing

Natural Language SQL Query Engine

Self Employed

Python DuckDB SQLAlchemy Database Management Natural Language Processing

S&P500 Stock Clustering and Portfolio Optimization

Self Employed

Developed a machine learning pipeline in Python to analyze S&P 500 stocks and optimize portfolios. Optimized portfolios monthly using Efficient Frontier for maximum Sharpe ratio.

Python Pandas NumPy scikit learn Matplotlib Yfinance Ta Lib TA Lib

S&P500 Stock Clustering and Portfolio Optimization

Self Employed

Developed a machine learning pipeline in Python to analyze S&P 500 stocks and optimize portfolios. Optimized portfolios monthly using Efficient Frontier for maximum Sharpe ratio.

Python Pandas NumPy scikit learn Matplotlib Yfinance TA Lib

Education

Degrees, certifications, and relevant coursework

University of Calicut

Bachelor of Science, Mathematics

Focused on core mathematical principles including Linear Algebra, Calculus, Statistics, and Probability. Gained a strong foundation in quantitative analysis and problem-solving techniques.

University of Calicut

BSc Mathematics, Mathematics

Activities and societies: Relevant Coursework: Linear Algebra, Calculus, Statistics, Probability

Studied core mathematical concepts including Linear Algebra, Calculus, Statistics, and Probability. Gained a strong foundation in quantitative analysis and problem-solving relevant to data science.