fahmida ashraf

I built an AI Resume Analyser & Job Matcher with Python and Django, using REST APIs for automated job-fit scoring. It reduced manual screening by ~60%.

I also designed an APScheduler batch ingestion pipeline for the project and optimised Django ORM queries by 40%.

For an Intelligent Q&A Chatbot, I used LangChain and FAISS for RAG retrieval, integrating OpenAI and Hugging Face APIs. Prompt engineering reduced irrelevant responses by ~35%.

I’ve also built a Python ETL pipeline that refreshes data daily and stores results in MongoDB, and designed a blockchain-based distributed task allocation system. I’m a fresher Software Engineer with hands-on experience from internships at QSpiders and Boston Institute of Analytics, and I’m eager to grow into modern backend and frontend frameworks under senior engineering guidance.