Farzeen Arshad Ghuman

I am a dedicated data scientist with hands-on experience in data analysis, predictive modelling, and machine learning. My expertise lies in transforming complex datasets into actionable insights that drive business success. I excel in developing solutions with Python, R, and libraries like TensorFlow, scikit-learn, and Pandas, and I am proficient in data visualization tools such as Tableau and Power BI, which allow me to present findings in a clear, impactful way.

Experience

• AI Engineer at Ilmo Irfan Technology (July 2024 - August 2024): Focused on natural language processing (NLP), I developed and fine-tuned large language models (LLMs) and BERT-based systems and implemented retrieval-augmented generation (RAG) techniques to improve chatbot performance. I also designed machine learning models that enhanced predictive accuracy and improved data processing efficiency across various applications.
• Data Scientist on Fiverr (January 2020 - August 2023): Delivered a range of data-driven solutions, including machine learning algorithms that increased data accuracy by 20% and improved prediction models by 15%. I conducted statistical analyses to uncover trends and developed dashboards in Tableau and Power BI to communicate insights effectively, leading to improved decision-making and a 10% revenue increase.

Key Projects

• Multimodal Depression Analysis: Leveraging the Multi-Modal Graph Transformer for Depression Analysis (MGTDA), I integrated text, audio, and visual data for a more accurate and holistic assessment of mental health indicators.
• Mental Health Chatbot: Designed an NLP-driven chatbot to support mental health, offering real-time guidance and resources based on users’ emotional states.
• Advanced Plant Disease Detection: Utilize vision transformers for plant disease classification with an interactive user interface.

Skills & Certifications

In addition to my technical skills in Python, R, and SQL, I have certifications in Data Analysis (Google) and Machine Learning (Udemy). My attention to detail, time management, and dedication to high-quality work ensure that I deliver results on time and exceed standards.

I bring a proven track record of impactful data-driven projects, technical skills, and a commitment to continuous learning. Please review my portfolio for examples of my work in data science, machine learning, and data visualization.