Am I eligible to pursue agriculture engineering through lateral entry? I have done Diploma in agriculture engineering.

Yes definitely, in fact for getting lateral entry in an engineering college basic eligibility is Diploma. As you have this requisite qualifications, you can surely seek lateral admission. Best Wishes to you.