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© 2026 IJSREM – International Journal of Scientific Research in Engineering and Management. This is an open-access journal. Articles are published under the Creative Commons Attribution (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM57419

Startup Investment Suggestion System Using ML

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM57419

Volume:

10 |

3 |

Mar 2026

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM57419

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

AS

A.A. Shaikh1

SBD

Shaikh Bushra Dilawar2

PSR

Patel Suhana Razzakali3

LAS

Lahare Anushka Sunil4

ZPN

Zinjal Pranjal Narendra5

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Abstract

For a failing company, investment techniques are a sure-fire way to get the returns they need. For businesses in the early stages of their development, such as startups, the anticipated execution of the plan is still a challenge. This is a problematic scenario since it could lead to many mistakes in achieving the investment potential, which could have devastating consequences. A prospective investor may lose out on a great chance to put money into a ground-breaking business, which can make the problem much worse. Seed financing is crucial for startups to reach their goals. That was also the moment when investors started putting a lot of money into the business, which would be crucial for its future growth. Indeed, there is a dearth of relevant literature on the methods for providing investors with thorough and accurate investment suggestions. To that end, we have developed an interactive software that makes use of K-Nearest Neighbors and Decision Making to provide recommendations for investments. Investors and companies using this platform have benefited from the proposals’ ability to bring their ideas to fruition. The provided approach has produced quite satisfactory results, so the findings must be good.

KEYWORDS

Investment Opportunity K-Nearest Neighbors and Decision Making.

Cite This Article

A.A. Shaikh1, Shaikh Bushra Dilawar2, Patel Suhana Razzakali3, Lahare Anushka Sunil4, Zinjal Pranjal Narendra5, "Startup Investment Suggestion System Using ML," International Journal of Scientific Research in Engineering and Management, vol. 10, no. 3, Mar 2026. https://doi.org/10.55041/IJSREM57419

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Publication Date

10/2/2026

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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5

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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No funding information available for this research.

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