Aayush Shah Email and Phone Number

- Fine-tuned Hugging Face’s ’Prot GPT 2’ model for causal language modelling on a dataset of hemolytic protein sequences- Achieved a perplexity of 32 through hyperparameter tuning and predicted structure of generated proteins using AlphaFold- Utilized PeptideBERT model to predict the confidence levels of being hemolytic for the GPT 2 generated protein sequences

- Analyzed the Indian mango drink market data and identified salient SKUs to launch for B-Natural juice brand- Proposed strategic locations for manufacturing by conducting primary market research on the major competition- Conducted literature review to understand the fundamentals of manufacturing mango juice and investigated the four-quadrant value chain by visiting sites of production, distribution and procurement- Improved the contribution margin by 25% through interventions in… Show more - Analyzed the Indian mango drink market data and identified salient SKUs to launch for B-Natural juice brand- Proposed strategic locations for manufacturing by conducting primary market research on the major competition- Conducted literature review to understand the fundamentals of manufacturing mango juice and investigated the four-quadrant value chain by visiting sites of production, distribution and procurement- Improved the contribution margin by 25% through interventions in procurement and distribution strategy Show less

Worked under Prof. Atul Srivastava for developing machine learning methods to process experimental data of two phase flow systems- Compared the performance of YOLO and R-CNN models for detecting bubble formation in pool and flow boiling videos- Implemented the Canny edge detection algorithm on Schlieren images using OpenCV in Python for labeling bubbles- Built a Physics Informed Neural Network using SciAnn library and predicted temperature from velocity and pressure fields

- Executed a 3-step recruitment process to evaluate and select 10 students out of 100+ applicants- Supervised an interdisciplinary team of 15 students to develop structural and thermal design of space systems- Ensured implementation of the Quality Assurance practices for the subsystem to maintain reliability

- Conceptualized and designed two different configurations for a Star Tracker based Attitude Determination System using SolidWorks and analyzed one after comparing various perspectives being modelling, simulations, manufacturing and integration practices- Simulated the harsh space environment by performing transient and steady-state thermal simulations on ANSYS

- Managed the content division consisting of 10+ interns and spearheaded their recruitment and training- Selected for the prestigious IDEAS Program hosted by Desai Sethi School of Entrepreneurship, resulting in a grant of 2500 USD and networking with investors and mentors