Madhumita Ghosal Email & Phone Number

San Jose, Ca, Us

Chicago, Il, Us

🌐 𝗚𝗹𝗼𝗯𝗮𝗹 𝗘𝗹𝗮𝘀𝘁𝗶𝗰 𝗘𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁:▪ Managed 17 elastic environments across the globe, ensuring centralized logging capabilities for providing crucial logging and metrics solutions for global partner teams.🛠️ 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁:▪ Engineered, deployed, and sustained microservices with Spring Boot, delivering Restful APIs and leveraging Elasticsearch for robust data persistence. Ensured data integrity and user privacy by implementing JWT token-based authentication for Rest APIs. Adopted Swagger for API documentation, streamlining functionality checks, and elevating developer experience.🚀 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀 𝗜𝗺𝗽𝗿𝗼𝘃𝗲𝗺𝗲𝗻𝘁 𝗮𝗻𝗱 𝗧𝗲𝘀𝘁𝗶𝗻𝗴:▪ Led initiatives to improve code coverage and quality through the creation of unit and integration tests using JUnit and Mockito.🔧 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁:▪ Crafted and led the development of custom pipelines utilizing bash and PowerShell scripts in Azure DevOps, streamlining processes, enabling efficient CI/CD implementation, and reducing deployment downtime while enhancing overall agility.💡 𝗗𝗶𝘀𝗮𝘀𝘁𝗲𝗿 𝗥𝗲𝗰𝗼𝘃𝗲𝗿𝘆 𝗮𝗻𝗱 𝗜𝗻𝗰𝗶𝗱𝗲𝗻𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁:▪ Led audit disaster recovery processes spanning development, QA, stage, and production environments, slashing downtime by 90% and ensuring uninterrupted business operations. Additionally, delivered timely support and troubleshooting to over 3000 developers and 100+ partner teams, bolstering infrastructure resilience and performance.🔍 𝗔𝗴𝗶𝗹𝗲 𝗧𝗮𝘀𝗸 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁:▪ Maintained JIRA for bug tracking and task management, ensuring the successful completion of sprint objectives and fostering collaboration across teams.

Binghamton, Ny, Us

As the instructor of the graduate coursework "Essentials of Programming", I guided students through a comprehensive curriculum, focusing on fundamental programming concepts and data visualization. Many of my students secured positions in top financial institutions in NYC, validating the effectiveness of our coursework in preparing them for success.▪ 𝗖𝗼𝘂𝗿𝘀𝗲 𝗗𝗲𝘀𝗶𝗴𝗻 & 𝗜𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻: Developed comprehensive curriculum for 49 students covering Python data analysis, visualization in Tableau, and practical projects.▪ 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗚𝘂𝗶𝗱𝗮𝗻𝗰𝗲: Mentored students in real-world projects, including automating university processes and analyzing stock profiles and e-commerce data.▪ 𝗞𝗲𝘆 𝗦𝘆𝗹𝗹𝗮𝗯𝘂𝘀 𝗧𝗼𝗽𝗶𝗰𝘀: Covered Python fundamentals, libraries (Pandas, Matplotlib, etc.), and advanced Tableau visualization techniques.▪ 𝗜𝗺𝗽𝗮𝗰𝘁𝗳𝘂𝗹 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀: Led teams in automating university processes, evaluating stock profiles, and analyzing purchasing behavior on Amazon.▪ 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 & 𝗠𝗲𝗻𝘁𝗼𝗿𝘀𝗵𝗶𝗽: Provided individualized support to students, fostering teamwork and collaboration in a supportive learning environment.

Binghamton, Ny, Us

🚀 𝗟𝗲𝗱 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝘃𝗲 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁:▪ Interacted closely and facilitated effective communication with lab members to drive product vision and strategy, fostering a collaborative environment conducive to innovation.💡 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗖𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻:▪ Designed an iOS app leveraging augmented reality to immerse students in the exploration of animal habitats. Through engaging AR gameplay, users identify animals, listen to their calls, and delve into their behaviors and habitats, enriching educational experiences. Additionally, the app generates reports allowing laymen to contribute observations, aiding ecologists in research efforts.🌍 𝗜𝗺𝗽𝗮𝗰𝘁𝗳𝘂𝗹 𝗘𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀:▪ My app empowered children to explore and learn about wildlife in their natural habitats, igniting their curiosity in this field. By enabling users to report animal sightings, it also supported ecologists' research efforts, facilitating data collection and analysis for valuable scientific insights.𝗧𝗲𝗰𝗵 𝘀𝘁𝗮𝗰𝗸: Swift, AR SpriteKit library for augmented reality functions and Google Firebase for the backend.

Dublin 2, Ie

In my tenure with Accenture's R&D department within the Advanced Technologies and Architectures group, I spearheaded groundbreaking projects at the intersection of artificial intelligence and machine learning, revolutionizing how industries engage with technology.▪ 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁/𝗖𝗵𝗮𝘁𝗯𝗼𝘁 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝗮 𝗕𝗮𝗻𝗸 » Engineered and upheld the backend infrastructure for a virtual assistant using C#. Applied NLP and NLU techniques to understand user intent and provide relevant responses. Trained the assistant with FAQs using a machine learning model and deployed it on Azure. Successfully launched the application on the Bank's website within a 3-week timeframe.▪ 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗿𝗲𝗰𝗿𝘂𝗶𝘁𝗲𝗿 (𝗔𝗜 𝗛𝗮𝗰𝗸𝗮𝘁𝗵𝗼𝗻 𝗣𝗿𝗼𝗷𝗲𝗰𝘁)» Crafted the bot interface for a virtual recruiter app using Microsoft Bot Framework. Utilized QnA Maker for candidate interviews, scoring correct responses for HR consideration.▪ 𝗖𝗼𝗴𝗻𝗶𝘁𝗶𝘃𝗲 𝗛𝗮𝗿𝘃𝗲𝘀𝘁𝗶𝗻𝗴 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗲𝗱 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗘𝗻𝗴𝗶𝗻𝗲» Designed a module to crawl Wikipedia, enriching vocabulary within an intelligence engine. Conducted feature extraction and built a Word2Vec model for semantic understanding, employing TF-IDF for query relevance scoring.▪ 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁 𝗳𝗼𝗿 𝗮𝗻 𝗜𝗻𝘀𝘂𝗿𝗮𝗻𝗰𝗲 𝗖𝗼𝗺𝗽𝗮𝗻𝘆» Developed and integrated modules within a virtual assistant application for an insurance client, enabling it to handle customer inquiries across social media and the client's website. Incorporated the Stanford POS tagger for Named Entity Recognition, facilitating real-time identification of insurance-related information. Additionally, integrated the virtual assistant with various social media platforms for enhanced accessibility and enabled multilingual communication using the Google Language Translation API.

Dublin 2, Ie

Contributed to foundational projects gaining invaluable industry exposure in AI, ML, and NLP domains.▪ 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗘𝗻𝗴𝗶𝗻𝗲 » Created the validation module for an internal Q&A application, gauging the model's effectiveness through metrics such as true positive, false positive, false negative, and true negative scores. Implemented logic to calculate precision, accuracy, recall, and F1 scores.▪ 𝗖𝗼𝗴𝗻𝗶𝘁𝗶𝘃𝗲 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 » Designed and developed multiple modules of an intelligent Q&A system tailored for L1/L2 engineers, streamlining workflow processes and enhancing customer relations with reduced response times. Utilized Java for meticulous data ingestion, creating a comprehensive training set for model development. Managed database requirements by leveraging PostgreSQL, H2DB, and Elephant SQL on IBM Bluemix. Employed Watson Retrieve and Rank, as well as Natural Language Classifier services for advanced training capabilities. Implemented UI enhancements using HTML, CSS, and JavaScript to ensure an intuitive and seamless user experience.

Masters In Computer Science

Bachelor Of Engineering - Be, Computer Engineering

Education record