
Farman Ali
AI and Generative AI Developer Python LangChain RAG
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Portfolio
Esperienza lavorativa
Generative Ai Internship
Arch & Hook • Part time
Apr 2026 - Present • 3 mos
Completed a hands-on internship in Generative AI, building real-world LLM applications end-to-end. Key achievements: Built a Retrieval-Augmented Generation (RAG) pipeline using LangChain, FAISS, and Llama-3.2-3B for context-aware question answering Fine-tuned LLaMA 3 on a medical Q&A dataset using QLoRA and Unsloth for efficient, resource-friendly training Developed a Speech-to-Reasoning pipeline combining Whisper (speech-to-text), a quantized LLM for reasoning, and gTTS (text-to-speech) Built and deployed a Streamlit web app connected to a locally hosted Llama 3.1 model via Ollama Created an XGBoost-based property price predictor trained on real Zameen.com listing data Gained practical experience in LLM fine-tuning, retrieval systems, agent pipelines, and deploying AI applications for real use cases. Skills LangChain RAG (Retrieval-Augmented Generation) LLM Fine-Tuning Python Streamlit Prompt Engineering