MOHAMMED GHOUSE AHMED

About

Experience

1. Fly Rank AI Machine learning internship

   Conducted hands-on applied machine learning on search analytics datasets, focusing on semantic clustering, query intent classification, and opportunity scoring models. ​Built reproducible ML pipelines in Python using pandas, scikit-learn, sentence-transformers, and HDBSCAN to extract non-obvious, actionable insights from real data.

   Machine Learning

2. Google Student Ambassador

   Google Student Ambassadors

   Facilitated three technical workshops for 40+ students on Google platforms including Gemini API and Agent Development Kit. Supported peer upskilling and campus developer outreach.

   Gemini APIAgent Development Kit (ADK)Workshop FacilitationCommunity Outreach

3. Artificial Intelligence Intern

   Optimized multi-agent execution pipelines by orchestrating task distribution and deploying four LLM-based automation pipelines using prompt engineering and tool-use patterns. Delivered pipelines within fixed 15-day cycles and improved team reuse via documented architecture and prompt design decisions.

   LLMPrompt EngineeringTool Use PatternsPipeline Documentation

4. Machine Learning Intern

   Built a content-based movie recommendation system using TF-IDF vectors and cosine similarity scoring over the 5,000-title TMDB dataset. Cleaned and prepared input data by resolving missing values and inconsistent categorical fields using Pandas and Scikit-learn preprocessing pipelines.

   Feature EngineeringPandasscikit learnData Cleaningdata preprocessing

Education

1. Muffakham Jah College of Engineering & Technology

   Pursuing a Bachelor of Technology in Computer Science Engineering at Muffakham Jah College of Engineering & Technology (Osmania University), Hyderabad, from Aug 2025 to Sep 2029.

   Pursuing a Bachelor of Technology in Computer Science Engineering at Muffakham Jah College of Engineering & Technology (Osmania University), Hyderabad, from Aug 2025 to Sep 2029.