Mittul Daswani

Research Assistant | Oct 2024 - Present

• ✦Authoring 2 research papers on relations between activity and compulsions, DSWPD using Fitbit data, time series analysis, linear mixed models, and anomaly detection.
• ✦Implemented anomaly detection using isolation forests and z-score analysis on physiological data, increasing accuracy of behavioral trigger identification by 30%.
• ✦Leveraged PCA and t-SNE for dimensionality reduction, improving model efficiency and interpretability, decreasing training time by 35%.

AI / ML Developer & Program Manager | May 2024 - Aug 2024

• ✦Developed a Multimodal AI Chatbot using custom LLMs, NLP, computer vision, and song analysis, improving user engagement by 58%.
• ✦Built a Profanity Detection Model with n-grams, Perspective API, and KeyBERT with 95% precision.
• ✦Steered AI and ML strategy as a core management team member, aligning technical projects with business goals.

Data Visualization Domain Expert & Analyst | Feb 2022 - July 2022

• ✦Designed predictive models and dynamic dashboards using Python, Power BI, and Tableau to enhance decision making.
• ✦Developed a machine learning pipeline to automate data processing and visualization, reducing manual effort by 40%.
• ✦Managed and mentored a team of 10-15, drove client acquisition efforts expanding the client base by 30%.

Data Analyst | June 2021 - July 2021

• ✦Developed quantitative analysis models to support key operation decisions, optimizing processes and improving efficiency.
• ✦Compiled monthly logistics financial reports, ensuring accurate data presentation and aiding in financial decision making.