Background: Reducing antimicrobial resistance is a global priority that become even more important after the COVID-19 pandemic. To date there is a scarce volume of evidence from antimicrobial stewardship programs from less resourced settings where this phenomenon is bigger. Our aim was to improve the quality of antibacterials prescription in intensive care units (ICUs) in a middle-income country. Methods: We established a quality improvement collaborative (QIC) model involving nine ICUs over an 11-month period, with a 16-week baseline (BP) and 32-week Intervention (IP) periods. Our co-designed intervention package included audits and feedback on antibacterial use, facility-specific treatment guidelines, antibacterial timeouts, pharmacy-based interventions, and education. The intervention was delivered in two learning sessions with three action periods, along with coaching support and basic quality improvement training. Results: We enrolled 912 patients, with 357 in baseline period (BP) and 555 in implementation period (IP). The latter had higher APACHE II (17 (12, 21) vs. 15 (11, 20); p=0.036) and SOFA scores (6 (4, 9) vs. 5 (3, 8); p=0.006), sepsis (36.1% vs. 31.6%, p<0.001), and septic shock (40.0% vs. 33.8%, p<0.001). Days of antibacterial therapy were similar between groups (IP 1112.2, BP 1133.4, RR 0.98 (0.95-1.02); p=0.2973) and the antibacterial Daily Define Dose was lower in IP group (IP, 1193.0; BP, 1301.0; RR, 0.92 (0.89, 0.95); p=0.0001). The rate of adequate antibacterial adjustment was higher during the IP (62.0% vs. 45.3%, p<0.001). We observed a lower rate of ventilation-associated pneumonia and catheter-associated urinary tract infections related to multidrug-resistant organisms (MDRO) in the IP. There was a noticeable improvement in the Infection Prevention and Control (IPC) Assessment Framework compared to baseline. Conclusion: The implementation of a post pandemic antimicrobial stewardship program in ICUs via a QIC demonstrated success in improving antibacterials utilization, reducing HAIs related to MDRO while also enhancing IPC measures.