Akash Mondal

Built a modular banking API with user authentication (JWT), account creation, and secure transaction management with ACID properties. Designed database schema using SQLAlchemy ORM Integrated Pydantic for request/response validation, reducing runtime errors and improving data consistency. Implemented authentication, bcrypt password hashing, and role-based access (Admin/User) for secure API access.

Developed a resume analysis tool using NLP to match resumes against job descriptions and identify missing keywords and skill gaps. Used LLM APIs to generate contextual insights and improvement suggestions for ATS optimization. Automated resume parsing using PyPDF2 and regex-based extraction to convert unstructured PDF text into structured data.

Analysed 150K+ restaurant records to extract insights into pricing, customer ratings, and cuisine demand. Built a data cleaning and preprocessing pipeline to handle null values, outliers, and inconsistent entries. Created visual reports to simulate business insights for pricing strategy and user engagement optimization.

Completed simulation of real-world business decision-making, mastering data cleaning, modelling, and client communication strategies.