Ammaar Mohammed Email & Phone Number

Gainesville, FL, US

Gainesville, Florida, United States

helping start ISE modeling team from scratch

Tampa, Florida, United States

• Developed and integrated a responsive EMR system calendar using Django, enabling patients and doctors to create, delete, and edit appointments with low latency and a refresh rate under 1 second.
• Selected and fine-tuned a multimodal model based on extensive benchmark testing, optimizing it for a report generation system that handles both images and text inputs.
• Collaborated with a team to preprocess data and integrate web-scraped JSON files into the multimodal pipeline, utilizing the MedicalQnA dataset from Hugging Face.
• Achieved high performance by fine-tuning the multimodal model using ChatGLM 6B in Google Colab with TensorFlow, resulting in 75% accuracy in clinical report generation and a 15% increase in processing speed.

Palo Alto, California, United States

• In a specialized team of two, co-led an ambitious project under the CTO's mentorship to leverage Huggingface's NLP technology in analyzing SQL statements for company-specific use cases.
• Orchestrated the regularization and generation of a diverse SQL dataset through OpenAI API, ensuring variations mirrored real-world scenarios. Utilized SQLFluff to enforce uniformity across SQL statements, readying.
• Customized a HuggingFace MPNet-v2 sentence transformer, fine-tuning it collaboratively to accurately cluster similar SQL statements as per company use cases.
• Established a similarity assessment system using Cosine Similarity, aiming for an RMSE threshold of ≤ 0.05 and 20% improvement.
• Collaborated to integrate a bespoke MPNet-v2 transformer into the production environment, significantly boosting the fidelity of SQL statement analysis to meet specialized company criteria.

Tampa, Florida, United States

• Revamped and converted an outdated database on paper into an organized and up to date national database of halalmeat prison contracts across 14 states.
• Negotiated with 3 suppliers to acquire packaged meat with unique specifications at a low cost to the company.
• Proactively reached out to prisons to secure contracts for the company’s halal meat products.
• Developed a logistical strategy to deliver bulk meat products from meat companies to prisons in an efficient andtimely manner.
• Contacted 25+ meat suppliers, including Tyson and Butterball, to identify innovative solutions to slowdowns and problems delivering products on time.