We report optical observations of TGSS J1054+5832, a candidate high-redshift (z = 4.8 ± 2) steepspectrum radio galaxy, in r and i bands using the faint object spectrograph and camera mounted on 3.6-m Devasthal Optical Telescope (DOT). The source previously detected at 150 MHz from Giant Meterwave Radio Telescope and at 1420 MHz from Very Large Array has a known counterpart in near-infrared bands with K-band magnitude of AB 22. The source is detected in i-band with AB24.3 ± 0.2 magnitude in the DOT images presented here. The source remains undetected in the r-band image at a 2.5σ depth of AB 24.4 mag over an 1.2 × 1.2 aperture. An upper limit to i − K color is estimated to be ∼2.3, suggesting youthfulness of the galaxy with active star formation. These observations highlight the importance and potential of the 3.6-m DOT for detections of faint galaxies.