Develop resume parser for a specialized type of resumes

I have thousands of resumes to scan that are in PDF format. I need to take those resumes and convert them to XML format. All resumes follow a similar format and are of the same type of candidate. All are in English. I have specific needs for the resume parsing. Usually, a resume parser focuses on work experience and focuses little on related areas such as academic awards and hobbies. The resume parser I need is one that focuses on things that a normal HR resume parser will not focus on - I need it to focus on the person's hobbies, academic qualifications, guess the person's age, guess the person's gender, etc. Work experience is still important but not as important as the other information. I have attached sample files from publicly available resumes that resemble the type of resumes that need to be parsed to give you a better idea of what we need to do. Further details will be provided upon request.