Rutu Patel Email & Phone Number

New York, Ny, Us

Applying prompt engineering, fine-tuning, and experimentation to refine model performance, accuracy, and reliability, ultimately increasing the efficacy and applicability of AI across CrowdDoing’s initiatives.

» Collaborated on developing multi-agent applications leveraging open-source frameworks (e.g. Autogen, AgentVerse, MetaGPT) to facilitate task-oriented and simulation-oriented conversational interactions within Large Language Model (LLM) based autonomous agents.» Optimized performance of open-source large language models (LLMs) using techniques like prompt engineering and fine-tuning, leading to improved accuracy, reduced hallucination, and a 50% task completion rate for autonomous agents.» Leveraged open-source LLMs like LLaMa and Mistral on LINUX environment to empower autonomous agents to complete given tasks.» Designed and implemented an environment for multi-agent systems to evaluate agent performance by simulating human behavior through experience storage, memory synthesis, and dynamic retrieval for behavioral planning.

Ahmedabad, Gujarat, India

» Assisted with web development services and website management tasks, gaining valuable experience in real-world web project workflows.» UtilizedDjangoandJavaScripttodevelopwebAPIstocreateinteractivewebexperiences.

Ahmedabad, Gujarat, India

» Led the full-stack development of an automatic text summarization system, independently building both the back-end and front-end components leveraging HTML, CSS, Javascript, Python, Django framework, NLP.» Developed a career recommendation model through data manipulation and analysis of user education and experience data, enabling users to explore suitable career paths.Led the full-stack development of an automatic text summarization system, independently building both the back-end and front-end components leveraging HTML, CSS, Javascript, Python, Django framework, NLP.» Developed a career recommendation model through data manipulation and analysis of user education and experience data, enabling users to explore suitable career paths.

Master Of Science - Ms, Computer Science, 3.94/4.00

Activities and Societies: Research Assitant at MIND lab @ UMass Dartmouth

Bachelor Of Engineering - Be, Computer Engineering, 9.54/10