Nε-Acryloyl-l-lysine, a noncanonical amino acid with an electron deficient olefin, is genetically encoded in Escherichia coli using a pyrrolysyl-tRNA synthetase mutant in coordination with tRNACUAPyl. The acrylamide moiety is stable in cells, whereas it is active enough to perform a diverse set of unique reactions for protein modifications in vitro. These reactions include 1,4-addition, radical polymerization, and 1,3-dipolar cycloaddition. We demonstrate that a protein incorporated with Nε-acryloyl-l-lysine is efficiently modified with thiol-containing nucleophiles at slightly alkali conditions, and the acrylamide moiety also allows rapid radical copolymerization of the same protein into a polyacrylamide hydrogel at physiological pH. At physiological conditions, the acrylamide functionality undergoes a fast 1,3-dipolar cycloaddition reaction with diaryl nitrile imine to show turn-on fluorescence. We have used this observation to demonstrate site-specific fluorescent labeling of proteins incorporated with Nε-acryloyl-l-lysine both in vitro and in living cells. This critical development allows easy access to an array of modified proteins for applications where high specificity and reaction efficiency are needed.