Amylases are highly needful product in food, beverage, and detergent industry. With the objective of isolating α-amylases producing strains, samples were collected from local bakery chimneys and kitchens, Chennai, Tamil Nadu, India. The potential α-amylase producers were isolated and screened by Starch-Iodine plate assay method. The optimized parameters such as 1.5% of starch concentration in the media with 7.2-pH at 35 °C for 36 h enhanced the production of α-amylase. The strain showing high potential, identified by 16s rRNA sequencing was found to be Bacillus subtilis. The Bacillus subtilis strain produced extracellular α-amylase with activity of 1330.14 U/mL. Further partial purification by ammonium sulphate precipitation followed by dialysis and column chromatography enhanced the specific activity to 1695.306 U/mg. The molecular weight of enzymes was found to be around 36 kDa. The enzyme stability and activity characterization revealed that the enzyme was thermotolerant which was able to retain more than 70% activity at 70 °C, 80 °C and 90 °C. The purified enzyme was also found to be Ca2+ independent. The hydrolysis of raw starch from rice, wheat and corn flour using the purified α-amylase from Bacillus subtilis showed significant activity of 72.8%, 76.1% and 65.2% with 4 h incubation respectively. The potentiality of the enzyme as an additive with commercial detergent was also determined to be effective. This study favourably attracts the attention towards industrial applications.