Anik

AI/ML Developer

jobdesk • Full time

Sep 2022 - Present • 4 yrs 1 mo

Worked as an AI/ML Developer at Jobdesk, a job-matching platform, building search, recommendation, and data systems used in production. Key projects: Job Recommendation Engine (Elasticsearch) Designed the index and relevance scoring to match candidates with the most suitable jobs based on skills, experience, location, and salary. Delivered fast, filterable results through a Python API. Semantic Search with Embeddings Built semantic search using BERT and embeddings so results match meaning, not just keywords, improving the quality of job and candidate matches. Resume Parsing and NLP Pipeline Developed NLP models to extract skills, job titles, and experience from resumes and job posts, turning unstructured text into clean, searchable data. Web Scraping and Data Pipelines Built scalable scrapers with Scrapy and Selenium to collect and clean job data from multiple sources, with scheduling and error handling. AI Chatbot and LLM Features Created chatbot features using GPT and RAG to answer user questions from platform data. Production APIs Built and maintained secure, documented APIs with FastAPI, Django REST, and Flask, and integrated ML models into the backend. Tools: Python, Elasticsearch, TensorFlow, PyTorch, FastAPI, Django, Flask, Scrapy, Selenium, React.