The rapid expansion of access to antiretroviral therapy (ART) has led to the emergence of multi-class drug resistance (MDR) in people living with HIV (PLWH). However, the viral evolutionary dynamics of the development of MDR has not been well documented. For this study, plasma and peripheral blood mononuclear cells (PBMC) were longitudinally collected at different time points from a PLWH who suffered several periods of ART failure. Next generation sequencing (NGS) was used to analyze the distribution and percent of drug resistance mutations in PBMC and plasma. The results showed the gradual replacement of the wild type protease and integrase genotype by protease inhibitors (PI) and integrase strand transfer inhibitor (INSTI) drug resistant mutations when patient's ART regimen was changed - driving the increase of genetic variability in HIV DNA. Sampling for this study was initiated after the patient was first diagnosed with ART failure, five years after ART treatment was first initiated. By that time, mutants resistant to the reverse transcriptase inhibitor nevirapine (NVP) had already replaced almost 100% of wild type. After the introduction of the protease inhibitor lopinavir/ritonavir (LPV/r) to the patient's ART, resistant protease inhibitor (PI) mutants developed slowly. After one month, none were found in PMBC DNA; after sixteen months, less than 20% were mutants; and after three years (two months prior to the patient's death) PI mutants were still under 50%. However, integrase strand transfer inhibitor (INSTI) mutations evolved much more quickly, replacing approximately 75% of the wild genotype in HIV DNA one year after addition of the integrase inhibitor raltegravir to the patient's ART, and almost 100% after two years. In summary, our dataset provides the first analysis of the distribution and percent of drug resistance mutations in PBMC and plasma during the development of a four-class drug resistant HIV-1 CRF01_AE virion. The study also showed that months before drug resistant mutants could be found in plasma, NGS identified them in HIV DNA, demonstrating that this can be a very effective tool for early detection of the development of drug resistance.