Pooja Pache

470-***-**** ad3dsw@r.postjobfree.com linkedin.com/in/poojapache/ github.com/poojapache Atlanta, GA, United States Education

Georgia Institute of Technology Atlanta, GA, United States Masters of Science in Computer Science; GPA:4.0 Aug. 2022 – May 2024(Expected) University of Mumbai Mumbai, MH, India

Bachelors of Science in Computer Engineering; GPA:3.74 Aug. 2015 – May 2019 Coursework

Human-Computer Interaction, Principles of User Interface, Machine Learning, Knowledge-based AI, Data Structures, Algorithms, Databases, Software Development & Engineering, Object-oriented programming Experience

Software Engineer Intern Jun. 2023 – Aug. 2023

Fleetcor Atlanta, GA, United States

• Expertly visualized and analyzed collected data, informing strategic decision-making.

• Developed an innovative approach as a Software Engineer, creating and refining Machine Learning algorithms, with a particular emphasis on cutting-edge Time Series forecasting for predicting the Lowest Published Rate (LPR).

• Exemplified coding expertise in Python and PL/SQL to engineer a predictive model to surpass expectations.

• Optimized parameters and successfully slashed the root mean square error from an initial 25 to an exceptional 3. Staff Consultant (Full-Stack Software Developer) Aug. 2019 – Aug. 2022 Oracle Mumbai, MH, India

• Meticulously delivered high-quality solutions for enhancing user-facing Retail application of India’s largest private sector bank, HDFC bank, serving over 50 million customers.

• Orchestrated an end-to-end software development lifecycle, demonstrating expertise in requirements gathering, design and implementation, testing, seamless production releases, and steadfast post-production support.

• Engineered and deployed 25+ impactful enhancements for FLEXCUBE, a retail banking product, guaranteeing compliance with performance and user specifications.

• Flourished in a dynamic agile environment, utilizing cutting-edge technologies including JackBe (UI tool), JavaScript, J2EE, and PL/SQL to exceed industry standards.

• Transformed intricate business requirements to technical details by collaborating with cross-functional teams.

• Mentored 30 new engineers, led teams of 3, and conducted insightful code reviews to drive optimization and continuous improvement.

Projects

DiabPred Python, MySQL, HTML, CSS

• Developed a full-stack web application using Django to predict Diabetes using Machine Learning algorithms and led a team of 5.

• Achieved a remarkable accuracy boost from 45% to 84% within two weeks through strategic dataset balancing with SMOTE and K-fold cross-validation, with AUC ROC curves employed as the accuracy metric. E-attendance using face detection and recognition Python, MySQL, HTML, CSS, JavaScript

• Developed a Django application utilizing the YOLO algorithm and Siamese Networks to capture student attendance, attaining a 77% accuracy for face detection and 64% accuracy for face recognition.

• Authored and published a research paper:

Pooja Pache, Aditya Ladage, Sahil Maniar, Sheetal Pereira (2019) E-attendance system using face recognition. International Journal of Advance Research, Ideas and Innovations in Technology 5(2) Online Examination Java, Hibernate, GlassFish, SQL, Java Servlets

• Developed a web application enabling students to take timer-based online quizzes designed by instructors.

• Implemented robust CRUD operations through Java Hibernate, Java Servlets, GlassFish server, and SQL. Technical Skills

Languages: Java, Python, C/C++, PL/SQL, JavaScript, HTML/CSS Frameworks: Django, Hibernate, React, WordPress, Unity Developer Tools: Tortoise SVN, Oracle BIP, Git, Figma, VS Code, Visual Studio, Eclipse, Jupyter, AWS Sagemaker Libraries: pandas, NumPy, Matplotlib

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