As a software developer , I leverage my master's degree in computer science and my expertise in data engineering to create innovative solutions for a major investment management company.
Boca Raton, Florida, United States
Texas, United States
Led collaborations with data scientists and financial experts to analyze existing data sources and structures, profiling data to identify patterns, anomalies, and potential data quality issues.
Delivered ongoing, innovative solutions for a major investment management company with massive amounts of financial data, resulting in real-time processing and analysis for investment decisions.
Lead role in collaboration with product management to align data initiatives with company objectives, resulting in a 15% increase in product efficiency and a 10% reduction in customer churn.
Led cross-functional teams using Agile principles to streamline processes, increasing overall productivity.
Implemented a secure cloud solution using AWS to increase operational efficiency and reduce infrastructure costs in software development.
Implemented real-time data streaming solution using Apache Kafka to ingest and process live market data.
Reinvigorated a slow and error-prone data pipeline by designing an optimized data architecture using Python and data engineering tools, significantly improving data processing speed.
Designed RESTful APIs using Python frameworks Flask to serve investment recommendations and account information to clients’ front-end applications, reducing latency in recommendations.
Implemented complex features in client-side interfaces with JavaScript, improving usability and user experience.
Designed and implemented multiple data pipelines using Python, including image preprocessing and AI model training on Amazon Sagemaker.
Expertly utilized Pandas, OpenCV, NumPy, Seaborn, TensorFlow, Keras, Matplotlib, Sci-kit-learn, NLTK for data pipelines and ML.
Responsible for database administration tasks, including development of Stored Procedures, performance tuning, and data migration.
2022 — 2023
Ann Arbor, Michigan, United States
Orchestrated the development of a sophisticated Data Fusion pipeline, innovatively curating email templates and product recommendations tailored to user preferences, resulting in a monumental increase in email open rates and shopping cart sizes, while also meticulously designing, implementing, and maintaining over 30 data pipelines, thereby driving ETL processes and bolstering various Data Warehouse layers.
Played a pivotal role in product development, actively contributing to the creation of multiple proofs of concept (POCs), and forging close collaborative ties with executive leadership, including the CEO and CTO, during intensive research and development processes, ensuring alignment with visionary organizational objectives and fostering innovation.
Embarked on extensive collaborations with cross-functional teams, spearheading the gathering of vital requirements and proffering robust technical solutions, alongside fostering strong partnerships with marketing and sales teams to define essential KPIs, track performance meticulously, and unveil actionable insights that propelled strategic decision-making.
Championed the design, development, and meticulous maintenance of over 10 complex data pipelines using Apache Airflow, utilizing advanced ETL techniques and configuring Airflow's Executors to optimize data quality, timeliness, task parallelization, and resource utilization, while also leveraging cloud integrations for scalable data processing and analysis, bolstering operational efficiency, and strategic insights.
Albuquerque, New Mexico, United States
Led the development, deployment, and maintenance of iOS and Android applications, building a versatile dashboard that enabled users to visualize and configure security devices effortlessly, resulting in a 40% reduction in both maintenance budget and time required for reconfiguring embedded devices.
Pioneered the design of a dynamic security dashboard utilizing React and MapBox, which facilitated real-time geospatial visualization of device locations and integrated user-friendly features for direct device configuration, enhancing the overall user interaction with the security infrastructure.
Enhanced system capabilities by integrating innovative real-time gunshot detection and anomaly identification technologies, coupled with the implementation of the Twilio API, automating alert notifications via phone calls and text messages, thereby boosting the system's responsiveness and communication efficiency in emergency situations.
Championed collaboration, liaising with cross-functional, sales, and product teams, which drove the successful identification and prioritization of new features and enhancements, development of robust APIs, and the execution of strategic adapters, ensuring compatibility, flexibility, and a significant improvement in the overall security infrastructure and emergency response mechanisms.
Dayton, Ohio Area
Tutored and mentored over 20 students in foundational and advanced computer science concepts, specializing in languages such as C, Python, and Java, by creating individualized learning plans tailored to each student's specific needs and goals, ensuring a comprehensively supportive learning environment.
Fostered a collaborative and enriching learning atmosphere by hosting extensive tutoring sessions for more than 20 students, providing essential guidance and robust support, which empowered students to grasp complex computer science concepts and enhance their problem-solving skills.
Contributed substantively to research endeavors by collaborating effectively with more than four diverse teams on various projects, leveraging a wealth of computer science knowledge and practical expertise to facilitate rich intellectual engagement and the successful advancement of research objectives.
Conceived, developed, and meticulously maintained a comprehensive library of coding resources and exercises, and collaborated seamlessly with faculty members to identify and address areas of difficulty for students, ensuring the continual availability of updated and relevant tutoring materials and resources.
Education
2019 — 2021
University of Dayton
Master's degree
2019 — 2021
2015 — 2019
Gayatri Vidya Parishad College of Engineering (Autonomous), 530048(CC-13)
Bachelor of Technology
2015 — 2019