Rasool started playing football at an early age and later played for the college football team, he captained the college team and helped them win Khyber Pakhtunkhwa (formerly NWFP) inter-colleges and inter-board tournaments. Later he also played for All Pakistan Universities team and participated in the National Championship in 2004.
Khan Research Laboratories
2006–07
Rasool joined Khan Research Laboratories in the 2006–07 season. Rasool scored his first league goal on 14 December 2006 against Wohaib, scoring the opening goal in the 34th minute in a 3–0 victory.[4] On 19 January 2007, Rasool scored the winner for Khan Research Laboratories against National Bank, scoring in the 66th minute as Khan Research Laboratories won the game 2–1. Rasool ended the season with 2 goals in 16 appearances.[4]
2007–08
Rasool scored his team's fourth goal in the opening match of 2007–08 season in a 4–0 win over Wohaib.[5] On 3 November 2007, Rasool scored the only goal of the match in the 18th minute as Khan Research Laboratories defeated PMC Athletico 1–0. Rasool scored against Pakistan Television on 11 November 2007, scoring the opening goal in the 2nd minute of the game. On 26 December 2007, Rasool scored his first hat-trick against National Bank, scoring in the 4th, 42nd and 49th minutes.[5] In the first game of 2008 on 1 January 2008, Rasool scored a brace in a 2–0 win over Karachi Port Trust, Rasool scored in the 31st and 80th minutes, ending the season with 8 goals in 26 appearances.[5]
2008–09
The 2008–09 season was the breakthrough season for Rasool, as he won the golden boot after scoring 22 goals in 26 appearances for the club.[6] Rasool started his campaign with a hat-trick against Karachi Electric Supply Corporation scoring in the 37th, 42nd and 56th minutes, as Khan Research Laboratories won the game by 5–1. On 17 August 2008, Rasool scored a brace against Pakistan Airlines in a 2–0, finding the net in the 11th and 61st minutes.[6] Rasool scored another brace against WAPDA on 27 August 2008. After scoring 7 goals in 8 matches in the month of August, Rasool was unable to find the net until 14 October, as he scored the third goal for Khan Research Laboratories in the 77th minute in a 3–0 win over Pakistan Television. On 23 October, Rasool scored his second hat-trick of the season against Pakistan Television, completing his hat-trick in 25 minutes, scoring his first goal in the 60th minute, second in 70th minute and third in 85th minute.[6] Rasool scored a brace against Pakistan Army in a 2–0 victory. On 29 October, Rasool scored the only goal of the match in the 60th minute as Khan Research Laboratories defeated Pakistan Navy 1–0. Rasool ended the season as the top-scorer of the league although Khan Research Laboratories finished third in the league.[6] Rasool scored 3 goals in 6 matches in the 2009 National Challenge Cup, as he won his first silverware after Khan Research Laboratories defeated Pakistan Airlines 1–0 in the finals.[6]
K-Electric
Rasool moved to KESC in 2009. In the 2011 National Football Challenge Cup he terminated as top scorer as KESC finished runner-up after Rasool former club KRL. He again terminated as top-scorer in the 2012 KPT Challenge Cup as KESC finished as runner-up again falling against KRL in the final in the penalties. In the 2012–13 Pakistan Premier League, his goals helped KESC achieve the second place in the season, and finishing as second top-scorer after Kaleemullah. He was seriously injured in a match against Habib Bank when, during a clash with the opponent goalkeeper, Rasool suffered serious injuries to his face and legs and remained unconscious for 25 minutes.
Rasool missed international exposure for the next 3 years, as Pakistan was suspended from all football activities by FIFA on 10 October 2017.[12][13] For three years since March 2015, Pakistan remained suspended from any international competition because of the crisis created inside the Pakistan Football Federation.[13][14] Rasool along with other national team players meanwhile participated with Pakistan during local Leisure Leagues exhibitions matches involving Brazilian star Ronaldinho and Ryan Giggs in 2017.[15][16]
In the end of 2019, Rasool participated in the Khyber Pakhtunkhwa Football Cup organised by Ufone, along with his younger cousin Alamgir Ghazi with district football team DFA Chitral, falling in the final in the penalties against Peshawar Combined FC.[17] In December 2021, Rasool captained DFA Chitral, winning in the final of 2021 Khyber Pakhtunkhwa Football Cup after winning in the final against Muslim FC.[18]