Naveed N.

Key Skills

Software

No software listed

Top Subject Matter

Mental health support chatbot (LLM conversational AI)

LLM chatbot prototype engineering

Top Data Types

Text

Computer Code Programming

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

AI-Powered Mental Health Support Chatbot (Hackathon Project). Core strengths include Ollama and FastAPI. Education includes Bachelor of Science, COMSATS University Islamabad, Lahore Campus (2024). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Prompt + Response Writing (SFT), Computer Programming, and Coding.

Labeling Experience

AI-assisted development for the chatbot prototype

Developed an AI-enabled project prototype using Python with FastAPI to orchestrate LLM requests and manage the chatbot runtime. The labeling-adjacent activity is centered on engineering the conversational prompt/response behavior and instrumentation needed for later training or evaluation. The prototype emphasizes repeatable interaction patterns and observability for iterative improvement. • Built the chatbot service backend with FastAPI for structured LLM interaction. • Implemented request/response handling to support conversational turn-taking. • Added metrics and monitoring hooks to enable performance review. • Used AI-assisted development to accelerate prototyping of the chat workflow.

2024 - Present

AI-Powered Mental Health Support Chatbot (Hackathon Project)

TextPrompt + Response Writing (SFT)

Built an AI-powered mental health support chatbot that generates empathetic responses using Llama 3 and Mistral 7B via Ollama. The work focuses on producing high-quality prompt/response interactions for conversational behavior rather than manual dataset annotation. Model switching and conversation logging were implemented to support evaluation and monitoring during iterative development. • Integrated Llama 3 and Mistral 7B through Ollama with dynamic model switching. • Implemented empathetic conversation flows and coping-strategy response generation. • Added logging, metrics, dashboards, and monitoring to track chatbot interactions. • Used FastAPI to serve the chatbot backend and manage request handling.

2024 - Present

Education

Work History