Avi Patel
@avipatel1
Versatile AI Engineer specializing in full-stack development and data analysis.
What I'm looking for
I am a versatile software developer specializing in building full-stack AI applications and automated workflows. With a strong foundation in Computer Science and hands-on experience in architecting and deploying deep learning solutions, I have successfully engineered an LSTM forecasting model to predict stock prices using Python and TensorFlow. My ability to develop resilient data pipelines has enabled me to handle multiple data sources effectively, overcoming real-world data and API limitations.
During my internship at Applied Technologies for Learning Arts and Sciences, I led the system architecture design for a real-time location tracking application. My work involved developing backend infrastructure using MongoDB geo-queries to manage geodata efficiently. Additionally, I enhanced user engagement by implementing real-time WebSocket connections in an audio/video summarizer tool, achieving a remarkable 300% improvement in runtime efficiency and 95% accuracy in translation and summarization tasks. I thrive in collaborative environments, presenting project milestones to stakeholders and driving UI/UX design efforts.
Experience
Work history, roles, and key accomplishments
AI Research and Development Intern
Applied Technologies for Learning Arts and Sciences, UIUC
Jan 2024 - Present (1 year 5 months)
Developed an audio/video summarizer tool by leveraging OpenAI’s Whisper using a React frontend and Python Flask backend. Researched and tested various models for efficiency and accuracy in translation and summarization, improving runtime efficiency by 300% and accuracy 95%.
Data Analyst Intern
Cohance Lifesciences
Jan 2023 - Present (2 years 5 months)
Conducted market research and financial analysis on 20 large-cap pharmaceutical companies. Identified 10 key performance metrics to quantify success, offering insights into growth and investment opportunities.
Education
Degrees, certifications, and relevant coursework
University of Illinois Urbana-Champaign
Bachelor of Science, Mathematics and Computer Science
Grade: 3.78/4.0
Studied the fundamentals of mathematics and computer science. Achieved a GPA of 3.78/4.0.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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