Sri Teja Valusa
@sritejavalusa
Experienced Software Engineer with expertise in Machine Learning and AI.
What I'm looking for
I am a dedicated Software Engineer with over four years of experience specializing in Machine Learning, Data Science, and Generative AI. My journey has equipped me with a robust skill set in developing scalable machine learning algorithms and deploying them for real-world applications. I thrive in fast-paced environments, where I leverage my expertise in PyTorch and advanced data management techniques to drive impactful outcomes.
Throughout my career, I have successfully led projects that integrate cutting-edge technologies, such as developing a web-based Data Asset Management System that reduced development time by 40%. My role at PNC Financial involved engineering real-time fraud detection pipelines and optimizing feature engineering workflows, significantly enhancing operational efficiency. I am passionate about collaborating with cross-functional teams to design secure and scalable ML model APIs, ensuring compliance with data governance policies while delivering innovative solutions.
Experience
Work history, roles, and key accomplishments
ML Software Engineer
PNC Financial
Feb 2025 - Present (5 months)
Developed and implemented a web-based Data Asset Management System using React and Vue.js, achieving a 40% reduction in development time and enhancing application performance. Led the development of machine learning models using Generative AI, employing BERT and GPT-based architectures for NLP tasks and integrating a Retrieval-Augmented Generation (RAG) Chatbot to enhance clarity and user experien
Software Engineer - OS & Firmware
MetLife
Aug 2024 - Jan 2025 (5 months)
Architected and rolled out scalable backend and frontend systems using Qt with C++, reducing system crashes by 60% and improving performance by 20% on ARM437X microprocessors for energy sector applications. Engineered secure APIs with Django REST Framework, incorporating serialization and token-based authentication to ensure data integrity and security.
ML Software Engineer
Tata Consultancy Services
Apr 2021 - Aug 2023 (2 years 4 months)
Worked in Agile environment collaborating with other teams to enhance workflow predictability and cut down the delivery time variability by 25% for machine learning projects. Utilized Python libraries including Pandas, NumPy, Scikit-learn, TensorFlow, Spark, Matplotlib, and SciPy in developing efficient machine learning models that has improved operational efficiency by 20%.
ML Data Engineer
Hexagon Capability Center
Nov 2020 - Mar 2021 (4 months)
Designed and deployed advanced ML models for image analysis and object detection using U-Net architecture and SMOTE, enhancing data stability and improving baseline accuracy by 50%. Processed and analyzed large-scale satellite imagery datasets from Sentinel and Landsat-8, leveraging TIFF file equalization, principal component analysis (PCA), and K-means clustering algorithms to optimize visualizat
Education
Degrees, certifications, and relevant coursework
University of Central Missouri
Masters in Information Systems, Information Systems
2022 - 2024
Pursued a Master's degree focusing on Information Systems, gaining advanced knowledge in data management, system analysis, and IT strategy. Developed skills in leveraging technology to solve complex business challenges and improve organizational efficiency.
Sumathi Reddy Institute of Technology
Bachelors in Computer Science, Computer Science
2017 - 2021
Completed a Bachelor's degree in Computer Science, building a strong foundation in programming, algorithms, and software development. Engaged in various projects to apply theoretical knowledge to practical computing problems.
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Authorized to work in
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