work
i build ai systems and tools that solve real problems. currently exploring llms and generative ai applications.always happy to discuss new ideas — reach me at@safzanpirani.
experience
Artificial Intelligence Engineer Intern | RadicalX
Dec'23 - Feb'24 | Remote
- worked with OpenAI, Vertex AI, and TensorFlow to enhance ReX, the AI Coach
- developed intelligent solutions for personalized career advice and mentorship
- gained insights into the deployment and scalability of LLMs in real-world applications
- explored use cases of LLMs for resume analysis and interview preparation guidance
- developed conversational AI features to simulate real-life career counseling sessions
- explored various generative models, including fine-tuned Stable Diffusion and LLaMa models
projects
Local Retrieval-Augmented Generation
Nov'23 - Mar'24
- developed RAG system using open-source LLMs with Ollama and Llama-Index
- implemented offline embeddings and LLM support for data security
- enabled support for multiple data sources including local files, GitHub repos, and websites
- integrated Llama-Index Chat Engine for streaming responses and conversational memory
- built UI with Streamlit for seamless interaction and chat export
Automatic License Plate Recognition
Aug'23 - Oct'23
- developed program to detect license plates from videos/photos
- trained YOLOv8 model for license plate detection
- used EasyOCR for optical character recognition
- implemented RegEx to detect Indian license plates with text file output
Golang Backend
May'23
- created example Golang backend using JWT
- implemented secure authentication and authorization system
- added validation and processing for payload verification
