AKSHIT MONGA
Research-Focused Biomedical Engineer with AI Expertise
Professional Experience
Jabil Circuit, Inc.
Research and Development Intern
- Contributed to R&D operations at Jabil and gained formal lab training in most common instrumentation and analytical techniques
- Gained experience in experimental design (DOE), execution of Standard Operating Procedures (SOPs), equipment handling, and data management within an R&D setting
- Worked in a 4 person inter-disciplinary team for the development of a machine learning-based AI chatbot to automate information retrieval for manufacturability (DfM), achieving 63-87% faster search times compared to manual searches
- Engineered a complete RAG (Retrieval-Augmented Generation) pipeline using OpenAI's gpt-4o-mini, integrated with LangChain and Chroma DB for intelligent document retrieval from internal documentation
- Integrated the RAG model into Jabil's design ecosystem via cloud deployment on the DFx website
- Collaborated cross-functionally with manufacturing engineers and regulatory teams, performing verification and validation of chatbot function
My Projects :)
AI Chatbot for Design for Manufacturability (Internship)
Worked in a 4 person inter-disciplinary team for the development of a machine learning-based AI assistant to automate information retrieval for manufacturability (DfM), achieving 63-87% faster search times. Engineered a complete RAG pipeline using OpenAI's gpt-4o-mini, integrated with LangChain and Chroma vector database.
"MyoGrip" EMG Prosthetic Hand
Designed a 3-phase development pipeline for a myoelectric prosthetic hand using surface EMG sensors and Raspberry Pi. Developed Python-based Machine Learning model with signal filtering to convert EMG signals into servo motor actuation with ~60% response accuracy.
Microneedle Insulin Delivery Model
Engineered a 2D COMSOL simulation for microneedle-based insulin delivery, capturing circadian drug kinetics and optimizing needle geometry. Designed 3 prototype arrays using boundary layer modeling and dermal and transdermal constraints; visualized insulin uptake efficiency via heat maps.
Coronary Stent Design and Analysis
Developed and evaluated three stent geometries (diamond mesh, auxetic, twisted-link) using SolidWorks and ANSYS. Simulated angioplasty loading conditions and vessel compliance via non-linear FEA; reduced peak stress regions by >20%. Compared materials nitinol, Ti-6Al-4V for fatigue life and radial strength.
PFA Catheter Design & Research
Conducted comprehensive industry research and design of Pulsed Field Ablation (PFA) catheters for atrial fibrillation treatment. Interviewed cardiologists, R&D engineers, and regulatory experts to develop novel flower-configuration catheter with contact-force sensors.
Finger Prosthesis Assembly
Designed and modeled a complete finger prosthesis assembly from scratch using 3D CAD software. Created custom-fitted components with variable lengths and sizes, demonstrating foundational prosthetic design skills and mechanical assembly principles.
Technical Expertise
🔬 Analytical Techniques
⚙️ Research & Analysis
🖥️ Engineering Software
🤖 AI & Programming
Get In Touch
Passionate about laboratory research and biomedical innovation. Ready to contribute to cutting-edge R&D projects with strong technical skills and AI expertise.
