Abstract-Algal biofuels may be a kind of viable alternative to fossil fuels; however, this technology must overcome a number of hurdles before it can be considered to use in the market and be broadly deployed. One of the major hurdles are the low fuel yields per unit of biomass. In this study, we aim to overcome this challenge by identifying several genes which are responsible for increased lipid production, from numerous sources that can potentially increase the lipid synthesis in the autotrophic alga, Chlamydomonas reinhardtii. Using in-silico comparative genomics, we have made a shortlist of a total of 17 genes which, if incorporated into the genome of Chlamydomonas reinhardtii and overexpressed, could increase lipid production.