Engineered a CLI-based retrieval-augmented generation application with summarization, question answering, and source citation features. Implemented keyword, semantic, and hybrid retrieval architectures; query augmentation; re-ranking strategies; quantitative evaluation using Precision, Recall, and F1; and LLM-based response scoring. Technologies included Python, large language models, machine learning, and retrieval-augmented generation.
Aman Umrethe
Student at Shri Ramdeobaba College of Engineering and Management
Nagpur, IndiaData Analysis and Artificial Intelligence
1roles
39skills
4education
1credentials
About
Motivated aspiring data analyst with hands-on project experience and internship experience at Accenture, focused on AI, SQL, and data analysis.
Experience
Intern
Accenture
February 2025 - June 2025 · Pune, India
Led collaboration with the data integrations team to assess workflow inefficiencies and establish technical specifications for internal automation initiatives. Designed and implemented a data tracker and reviewer tool using Microsoft PowerApps, optimizing manual data audit processes and improving team productivity. Trained in Snowflake SQL cloud and used it for data analysis.
Education
Shri Ramdeobaba College of Engineering and Management
Bachelor of Technology - BTech, Artificial Intelligence
Dec 2021 - Jun 2025
Shri Ramdeobaba College of Engineering and Management
B.Tech / B.E., Computer Science and Engineering (CSE)
2025
70.1%
Maharashtra State Board
Class XII
2021
87.33%
Central Board of Secondary Education
Class X
2019
92.88%
Skills
Data ScrapingWeb DevelopmentInformation RetrievalSentiment AnalysisUser Interface DesignComputer EngineeringSemantic SearchSearch EnginesProcess IntegrationDatabase AnalysisWorkflow AnalysisComputer LiteracyComputer Science EducationPrediction MarketsLanguage SkillsTrend ForecastingNatural Language Processing (NLP)Artificial Intelligence (AI)Skills AnalysisData IntelligenceAnalytical SkillsMicrosoft Power AppsPython (Programming Language)SQLReact.jsNode.jsSnowflakeMachine LearningArtificial IntelligencePython ProgrammingHTMLCSSJavaScriptNatural Language ProcessingRetrieval-Augmented GenerationLarge Language ModelsPrompt EngineeringSearch Engine ArchitectureStreamlit