Esha Dawood

Esha Dawood

Artificial Intelligence Graduate
Pakistan
Apprenticeship On-site

About Me

Artificial Intelligence graduate with hands-on experience in Machine Learning, Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and multi-agent systems. Skilled in designing and developi…

Experience

AI Intern

The botss · Karachi , Sindh , Pakistan
Jul 2025 - Sep 2025 · 2 months

<p>Designed and implemented agentic AI workflows using LangChain with OpenAI and Groq's LLaMA3 APIs for autonomous task execution and interaction.</p><p> Built and deployed FastAPI-based backends and integrated them with Streamlit UIs for seamless user experiences.</p><p> Contributed to improving RAG-based chatbot systems by optimizing retrieval quality, embedding logic, and memory management.</p><p> Collaborated with senior developers to test, debug, and scale multi-agent systems for summarization, task planning, and webbased information retrieval.</p><p> Integrated vector databases such as MongoDB Atlas and FAISS for hybrid search in Retrieval-Augmented Generation pipelines.</p>

Skills

Python Pandas NumPy Matplotlib Seaborn Scikit-learn Keras Data preprocessing Feature engineering Model training Evaluation Hyperparameter tuning OpenAI LangChain Retrieval-Augmented Generation (RAG) Multi-agent systems FastAPI Streamlit MongoDB Atlas FAISS Image processing OCR Feature extraction Google Colab AWS Git GitHub Jupyter Notebook AutoCAD MS Office Safety management Material testing Quality control Glazing techniques
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