Although he did not have the same impact in front of goal when compared to his time in the Second Division, Annan bagged 6 goals in 21 matches and became Tai Po's top scorer (along with defender Joel), helping the team to successfully avoid relegation. His performances were also thrown into the limelight with his selection into the Hong Kong League XI for the Lunar New Year Cup 2007. With only a brief appearance in the first match against Jamaica, Annan started the next match against Australia U-23, was fouled in the box, gaining a penalty for his team which ultimately tied the match (penalty scored by Keith Gumbs) in injury time.