Sai Sanjana Prakash
@saisanjanaprakash
Aspiring software engineer with expertise in machine learning and data analysis.
What I'm looking for
I am a dedicated and passionate software engineer currently pursuing a Bachelor of Science in Computer Science and Biomedical Engineering at Georgia Institute of Technology. My academic journey has equipped me with a strong foundation in programming, algorithms, and data structures, complemented by hands-on experience in machine learning and software development.
Throughout my professional experiences, I have successfully optimized production processes and developed innovative software solutions that enhance efficiency and drive results. My role as a Materials and Process Engineer at Kimberly Clark allowed me to leverage data analysis techniques to improve material efficiency by 50%. I thrive in collaborative environments, as demonstrated by my contributions to cross-functional teams at Valor Ventures and the Center for Cellular Construction, where I utilized machine learning to analyze cellular behavior and streamline operations.
Experience
Work history, roles, and key accomplishments
Materials and Process Engineer
Kimberly Clark
Jan 2025 - Present (6 months)
Utilized data analysis techniques and machine learning to optimize production processes for new materials and overcome obstacles through experimentation. Supported the design and implementation of process improvements, enhancing material efficiency, reducing waste, and increasing production throughput by 50%.
NSF Student Researcher
Center for Cellular Construction
May 2024 - Aug 2024 (3 months)
Designed and ran over 15 experiments on cellular behavior, contributing to a comprehensive dataset for future cell modeling research. Developed ML-based tracking software using computer vision to analyze and visualize 10+ geometric and biological properties of organisms.
Full Stack Software Engineer
Valor Ventures
May 2024 - Aug 2024 (3 months)
Engineered software solutions to streamline deal pipeline efficiency and build scalable backend services, improving efficiency by 40%. Assisted in due diligence efforts by leveraging software tools to assess startups' technical capabilities.
Machine Learning Engineer
Sandia National Laboratories
Jan 2024 - Apr 2024 (3 months)
Researched and implemented transfer learning techniques to develop cost-effective autonomous guidance, navigation, and control algorithms. Conducted simulations to validate the performance of low-cost autonomy systems for aerial applications, reducing operational expenses.
Machine Learning Engineer
Joulea
Sep 2023 - Jan 2024 (4 months)
Utilized machine learning models and computer vision algorithms to find structural/thermal anomalies in commercial buildings. Re-designed and developed RESTful v4 APIs in Python, incorporating JSON-based payloads to achieve a 25% enhancement in data transfer.
Full Stack Software Engineer
Invoke
Jun 2023 - Aug 2023 (2 months)
Conducted strategic research initiatives in generative AI, hallucinations, and vector databases to enhance BA product models. Utilized Python and machine learning/NLP libraries, including LangChain and Pinecone, to create and implement cutting-edge algorithms.
Education
Degrees, certifications, and relevant coursework
Georgia Institute of Technology
Bachelor of Science, Computer Science
Anticipated graduation in May 2026. Relevant coursework included object-oriented programming, scientific computing with Python, algorithms and data structures, and computing for engineers.
Georgia Institute of Technology
Bachelor of Science, Biomedical Engineering
Graduated in December 2024. Relevant coursework included systems physiology, conservation in engineering, statics, circuit prototyping, signal processing, and machine learning.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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