Abstract
This paper investigates how faulty forensic procedures lead to erroneous convictions. Even though forensic science is frequently seen as impartial and trustworthy, a number of incidents show that mistakes in the gathering, analysis, and expert testimony of evidence compromise the administration of justice. The study highlights systemic flaws in the application of forensic evidence by synthesizing scientific literature, legal frameworks, and case law. It contends that structural flaws in evidentiary standards, judicial reliance, and expert responsibility lead to unjust convictions rather than individual errors. In order to improve admissibility requirements, increase forensic reliability, and prevent injustices, the report suggests revisions. Beyond technical issues, the study highlights the human cost of erroneous convictions: communities losing faith in the legal system, innocent people being imprisoned, and families being split apart. It investigates how unvalidated forensic procedures, confirmation bias among experts, and inadequate admissibility requirements create a dangerous pathway from bad science to unjust verdicts. The study shows that change is necessary to restore justice systems' trust by placing forensic errors within both scientific and legal contexts. This study's contribution is a multi-layered reform approach that combines expert accountability, judicial gatekeeping, scientific validation, and comparative learning from global practices. It concludes that forensic evidence should be viewed as a tool that necessitates ongoing examination, openness, and ethical responsibility rather than as incontrovertible truth. Then and only then will forensic science be able to fulfill its promise to uphold justice rather than undermine it.