We present an experimental investigation of heavy doping-induced many-body effects such as band gap narrowing(BGN) and Fermi edge singularity(FES) in AlxGa1−xAs using photoluminescence(PL) spectroscopy. The band-to-band transition energy shifts to lower energies and FES-like feature in PL spectra grows with increasing electron concentration. We show that FES-like feature is a nonmonotonic function of temperature and excitation intensity. Our data lead us to suggest that a small concentration of nonequilibrated holes is required to enhance the FES-like feature in the PL spectra.PACS numbers: 71.45. Gm, 71.35.Lk, 78.55. Cr There are two most important many-body effects related to heavy doping in III-V semiconductors, (i) the shift of conduction and valence band towards each other causing band gap narrowing(BGN) due to electronelectron interaction [1], and (ii) the many-body enhancement of the oscillator strength of the optical transition near Fermi level causing Fermi edge singularity(FES), due to the response of Fermi sea to a photogenerated hole [2]. The presence of the large concentration of free carriers can cause a significant reduction of unperturbed band gap in semiconductors due to many-body interaction between electrons and holes and carrier-impurity interaction [3]. Though a detailed experimental and theoretical analysis that rigorously combines the many-body effects due to exchange-correlation and statistical fluctuation is extremely complicated problem, one can investigate the role of many-body effects on BGN in alloy semiconductor by choosing the doping concentration carefully [3]. FES is one of the most widely investigated many-body effects, first theoretically predicted by Mahan[4]. This effect was first successfully understood in terms of threshold singularity in X-ray absorption and emission spectra in simple metals [5]. In case of semiconductors, it was first observed [6] in 2D electron gas in modulation doped InP/In x Ga 1−x As quantum well and subsequently, in several other systems based on low dimensional semiconductor structures(LDSSs). It has been shown that the essential condition for observing the FES is the localization of the photogenerated holes. Typically the FES is identified as an enhancement of the oscillator strength of a transition close to Fermi level in PL spectra.Although it appears that FES is the simplest nontrivial many-body effect and understood experimentally and theoretically, upon closer inspection it seems several experimental results such as (i) observation [7,8] of FES in GaAs-based LDSSs without substantial hole localization, (ii) strong dependence[9, 10] of FES on carrier concentration and excitation intensity in GaAs-and InPbased LDSSs even in the presence of strong hole localization, and (iii) finally observation [11,12] of FES at relatively higher temperature, are not understood within the existing theoretical framework. Moreover, LDSSs have been used to observe FES, but there are two inherent shortcomings in these systems, (i) it is known that nonCoulumbian i...