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# Jugal S.

**Headline:** AI/ML Platform & Agentic Systems | Node.js · TypeScript · Microservices · Event-Driven | Payments at NBCU | MS in AI @ FIU
**Profession:** Backend Engineer Lead
**Location:** Miami-Fort Lauderdale Area

## About

Jugal S. is a Backend Engineer Lead at NBCUniversal, working through Capgemini to support the Payments team’s goal of accurately and scalably processing millions of transactions each year. Jugal specializes in backend engineering, Node.js, TypeScript, microservices, event-driven systems, cloud technologies, and AI/ML platform and agentic-system capabilities. At NBCUniversal, Jugal led fraud-prevention mandates that mitigated a $250,000 one-time regulatory fine and approximately $100,000 in recurring annual penalties, and built an automated refund-processing solution that removed manual Finance reconciliation. Jugal also drove 100% unit-test coverage for the core Node.js Payments microservice and mentors backend and QA colleagues. Earlier, Jugal held backend engineering and technical-staff roles at Pager Health, Verizon, Raptive, and Fishbowl. Key work includes architecting a component of a $13 million event-driven project, helping scale Fishbowl from 2 million to more than 6 million users, enabling more than 1.6 million Glassdoor users to access Fishbowl, and building a dashboard used by 2,000+ external users. Jugal holds an MS in Artificial Intelligence & Internet of Things from Florida International University and a BS in Computer Science with honors from Kean University. Jugal is seeking a career shift where hands-on product impact, ownership, autonomy, and small- to mid-sized team collaboration are central.

## Services

- Cloud Storage
- Cloud Security
- Cloud Services
- Cloud Infrastructure
- Virtualization
- Cloud Data Management
- Cloud Computing
- AI Agents
- PyTorch
- MLOps
- Data Analysis
- TensorFlow
- Pandas \(Software\)
- Scikit-Learn
- Microsoft Azure
- Amazon Web Services \(AWS\)
- GitHub
- Git
- Computer Vision
- Natural Language Processing \(NLP\)

## Highlights

- At NBCUniversal, led fraud-prevention mandates in a Node.js and Express.js payments microservices architecture that mitigated a $250,000 one-time regulatory fine and roughly $100,000 in recurring annual per-transaction penalties.
- Designed and developed an automated Node.js and Express.js refund-processing solution at NBCUniversal, eliminating manual reconciliation by the Finance team.
- Drove unit-test coverage to 100% for NBCUniversal’s core Node.js Payments microservice, reducing production defects and accelerating feature delivery.
- Mentored backend and QA team members at NBCUniversal through onboarding and code reviews.
- Architected and oversaw development of a core component of a $13 million Pager Health project involving third-party APIs in an event-driven system.
- Served as technical lead for a Pager Health team of up to four engineers, with responsibilities spanning onboarding, mentoring, code review, architecture, and technical discussions.
- Introduced an open-source tool at Pager Health that simplified updates and maintenance for more than 30 microservices contributed upstream code and trained team members on its use.
- Helped deliver Pager Health’s guest-mode feature in a short timeframe, earning client praise.
- Won first place and the “Coolest Tech” award in a Pager Health intra-company hackathon for an Alexa skill that accepted voice symptom input and suggested potential diagnoses.
- At Raptive, helped design and develop the Node.js, Koa, and AWS API for an AdThrive customer-facing dashboard used by more than 2,000 external users to access traffic and revenue metrics.
- Won first place for best idea among 11 teams at a Raptive internal hack week with an Amazon Alexa skill that provided dashboard metrics through voice interaction.
- Led Fishbowl’s backend integration for the Glassbowl app, creating Node.js and Express.js REST endpoints for registration, account linking, and content retrieval and writing.
- Enabled more than 1.6 million Glassdoor users to register for and access the Fishbowl community experience.
- Helped scale Fishbowl’s Node.js, Express.js, and MongoDB backend from 2 million to more than 6 million users while improving performance and stability.
- Collaborated on converting Fishbowl’s legacy JavaScript codebase to TypeScript.
- Mentored and onboarded offshore Fishbowl team members and participated in code reviews.
- At Verizon, created a script that updated approximately 2,000 projects in a project-management system, saving 40 hours of manual entry.
- Created a new automated Verizon procedure that saves one hour weekly and reduces the chance of error.
- Rewrote a legacy Excel-based macro in VB.NET at Verizon, resolving long-standing bugs and performance issues, adding features, lowering support costs by well over 50%, and improving compliance with Finance directives.
- Created a Verizon bulk-project-editing tool that saved multiple coworkers 5–10 minutes per project.
- Built Verizon Excel macros that increased productivity by reducing errors and accelerating processes by up to 95%.
- Built Verizon Outlook macros that saved up to five minutes per email for multiple weekly emails another reduced follow-up emails for a process by 100%.
- During a Verizon internship, improved macro-driven weekly-report delivery speed by up to 80% while reducing potential error.
- Created three VB.NET utilities for Verizon’s IT-CAM organization and three Java programs to assist report migration from a legacy system.
- Delivered five weekly Verizon reports to executive leadership and team members to support weekly calls among leadership, project managers, and project sponsors.

## Experience

- **Backend Engineer Lead at NBCUniversal \(contract via Capgemini\)** (2024-05-01–present) — As a software engineer at NBCUniversal, I provided software engineering expertise to the Payments team to assist them in their goal of accurately and scalably processing millions of transactions yearly. ■ Engineered and led the implementation of fraud prevention mandates within the payments microservices architecture, leveraging NodeJS and ExpressJS to mitigate a $250k one-time regulatory fine and roughly $100k in recurring annual per-transaction penalties. ■ Spearheaded the design and development of an automated refund processing solution, utilizing NodeJS and ExpressJS, eliminating manual reconciliation by the Finance team. ■ Elevated code quality by driving unit test coverage to 100% for the core Payments microservice, built in NodeJS, significantly reducing production defects and accelerating feature delivery. ■ Mentored backend and QA team members, assisting with onboarding and code reviews.
- **Lead Backend Engineer at Fishbowl** (2022-02-01–2023-11-01) — Chosen by Fishbowl, a subsidiary of Glassdoor to develop & maintain software for the community team. Some highlights in this role include: ■ Led the backend integration effort for the ‘Glassbowl’ app - this involved creating new REST API endpoints in a NodeJS \(ExpressJS\) codebase for facilitating user registration, account linking, and content retrieval/writing. This code enabled over 1.6M Glassdoor users to successfully register for and access the Fishbowl community experience. ■ Helped to scale the backend NodeJS, ExpressJS, and MongoDB codebase, increasing capacity from 2M to over 6M users while improving performance and stability. ■ Collaborated with the team to convert legacy Javascript codebase to Typescript. ■ Mentored and helped onboard new offshore assets in getting up to speed with the codebase and participated in code reviews.
- **Lead Backend Engineer at Pager Health** (2021-01-01–2022-02-01) — Chosen by a growing startup in the telemedicine space to develop & maintain software and aid in the company’s expansion. Some highlights in this role include: ■ Architected and oversaw development of a core component for a $13M project which involved interacting with 3rd party APIs in an event-driven system. ■ Served as a technical lead of a team of up to 4 engineers. Responsibilities included onboarding engineers, mentoring, reviewing code, architecting & leading technical discussions, among other duties. ■ Pioneered use of an open-source tool that facilitated easy updates & maintenance of over 30 microservices for our small backend team. Also contributed upstream open-source code for this tool and led training for other team members on it. ■ Was a core member of a team that successfully developed the “guest mode” feature in an extremely short timeframe and garnered client praise. ■ 1st place winner of an intra-company hackathon \(“Coolest Tech” award\). Developed an Alexa skill that to
- **Senior Backend Engineer at Pager Health** (2020-01-01–2021-01-01)
- **Backend Engineer at Pager Health** (2018-08-01–2020-01-01)
- **Backend Engineer at Raptive** (2017-01-01–2018-07-01) — Chosen by a comScore Top 50 digital media company to develop software for the AdThrive platform. Some highlights in this role include: ■ Was part of a 2 person team that designed and developed the API for a customer-facing dashboard using NodeJS, Koa, AWS, and other technologies. The dashboard allows 2000+ external users to access their site's key metrics such as traffic and revenue, and was very well received. ■ Created a demo Amazon Alexa skill for an internal hack week as an innovative way for users to access dashboard metrics via voice. The skill won 1st place out of 11 teams for best idea and garnered positive feedback.
- **Member of Technical Staff III at Verizon** (2016-12-01–2017-01-01)
- **Member of Technical Staff II at Verizon** (2014-08-01–2016-12-01)
- **Member of Technical Staff I at Verizon** (2013-05-01–2014-07-01) — Chosen by nation's largest wireless carrier with over 100 million subscribers to assist the IT CAM organization by supporting the Funnel Management processes to prioritize, schedule and implement IT initiatives which support business objectives. Some highlights in this role include: ■ Created script which updated ~2000 projects in the project management system, thereby saving 40 hours of manual entry. ■ Created new automated procedure for a process which saves 1 hour weekly and reduces chances of error. ■ Re-wrote legacy Excel-based macro in VB.net, which fixed long-standing bugs and performance issues and added features. The new version of the tool increased user satisfaction by being faster, more stable & easier to use, lowered support costs by well over 50%, and facilitated greater compliance with Finance directives. Additionally, by using an innovative deployment method, the tool will be easier to maintain as users can be pushed updates vs having to manually download them. ■ Create
- **Intern at Verizon** (2012-05-01–2013-05-01) — Chosen by nation's largest wireless carrier with over 100 million subscribers to assist the IT CAM organization by supporting the Funnel Management processes to prioritize, schedule and implement IT initiatives which support business objectives. Some highlights in this role include: ■ Created and modified existing macros which increased speed of delivering weekly reports by up to 80% and reduced potential for error. ■ Created 3 VB.Net based utilities for the IT-CAM organization which help simplify using existing systems. ■ Created 3 Java programs which assisted in the migration of reports from a legacy system. ■ Delivered 5 weekly reports to executive leadership and team members in a timely manner. These reports were used to facilitate weekly calls between leadership, Project Managers, and project sponsors.

## Education

- Master of Science, Artificial Intelligence & Internet of Things \(AI & IoT\) — Florida International University (2025-08-01–2026-12-01)
- MEAN stack — Fullstack Academy (2015-01-01–2015-01-01)
- Bachelor of Science \(BS\), with honors, Computer Science — Kean University (2010-01-01–2013-01-01)

## FAQ

### What does Jugal do now?

Jugal is a Backend Engineer Lead at NBCUniversal, working through Capgemini. Jugal provides software engineering expertise to the Payments team to help accurately and scalably process millions of transactions each year.

### What are Jugal’s core technical strengths?

Jugal’s strengths include backend engineering with Node.js, TypeScript, microservices, event-driven systems, cloud technologies, AI agents, MLOps, machine learning, natural-language processing, and computer vision. Jugal also has experience with technical leadership, architecture, mentoring, onboarding, code review, and quality improvement.

### What has Jugal accomplished at NBCUniversal?

At NBCUniversal, Jugal engineered and led fraud-prevention mandates in the payments microservices architecture using Node.js and Express.js. The work mitigated a $250,000 one-time regulatory fine and roughly $100,000 in recurring annual per-transaction penalties. Jugal also designed and developed an automated refund-processing solution using Node.js and Express.js, eliminating manual Finance-team reconciliation drove 100% unit-test coverage for the core Node.js Payments microservice and mentored backend and QA team members through onboarding and code reviews.

### What did Jugal do at Pager Health?

At Pager Health, Jugal served as Backend Engineer, Senior Backend Engineer, and Lead Backend Engineer. As Lead Backend Engineer, Jugal architected and oversaw a core component of a $13 million project involving third-party APIs in an event-driven system, led a team of up to four engineers, and handled onboarding, mentoring, code reviews, architecture, and technical discussions. Jugal also introduced an open-source tool for maintaining more than 30 microservices, contributed upstream code, trained teammates, helped deliver a client-praised guest-mode feature on a short timeline, and won first place for “Coolest Tech” in an intra-company hackathon with an Alexa skill for voice symptom input and potential diagnoses.

### What did Jugal accomplish at Raptive?

At Raptive, a comScore Top 50 digital media company, Jugal was part of a two-person team that designed and developed the API for a customer-facing AdThrive dashboard using Node.js, Koa, AWS, and other technologies. The dashboard gave more than 2,000 external users access to site traffic and revenue metrics. Jugal also created a demo Amazon Alexa skill during an internal hack week that let users access dashboard metrics by voice it won first place for best idea among 11 teams.

### What did Jugal accomplish at Fishbowl?

At Fishbowl, a Glassdoor subsidiary, Jugal was Lead Backend Engineer for community-team software. Jugal led the backend integration for the Glassbowl app by creating Node.js and Express.js REST API endpoints for registration, account linking, and content retrieval and writing, enabling more than 1.6 million Glassdoor users to register for and access Fishbowl. Jugal also helped scale the Node.js, Express.js, and MongoDB backend from 2 million to more than 6 million users while improving performance and stability, collaborated on migrating legacy JavaScript to TypeScript, and mentored and onboarded offshore team members.

### What was Jugal’s experience at Verizon?

Jugal held Member of Technical Staff I, II, and III roles at Verizon, as well as a Verizon internship. In the IT CAM organization, Jugal supported Funnel Management processes used to prioritize, schedule, and implement IT initiatives aligned with business objectives.

### What did Jugal accomplish as a Verizon Member of Technical Staff I?

As a Member of Technical Staff I at Verizon, Jugal created a script that updated approximately 2,000 projects and saved 40 hours of manual entry automated a process that saves one hour weekly rebuilt a legacy Excel macro in VB.NET to resolve long-standing bugs and performance issues, add features, reduce support costs by well over 50%, and improve Finance-directive compliance and created a bulk-editing tool that saved coworkers 5–10 minutes per project. Jugal also built Excel macros that accelerated processes by up to 95% and Outlook macros that saved up to five minutes per email and, in one process, reduced follow-up emails by 100%.

### What did Jugal accomplish during the Verizon internship?

During Jugal’s Verizon internship, Jugal created and modified macros that accelerated weekly-report delivery by up to 80% and reduced error potential created three VB.NET utilities for the IT-CAM organization created three Java programs to support report migration from a legacy system and delivered five weekly reports to executive leadership and team members for leadership, project-manager, and project-sponsor calls.

### What is Jugal’s educational background?

Jugal earned a Master of Science in Artificial Intelligence & Internet of Things from Florida International University, a Bachelor of Science in Computer Science with honors from Kean University, and completed MEAN-stack training through Fullstack Academy.

### What technologies and platforms does Jugal work with?

Jugal’s listed skills include cloud storage, cloud security, cloud services, cloud infrastructure, virtualization, cloud data management, cloud computing, Microsoft Azure, AWS, GitHub, Git, AI agents, PyTorch, TensorFlow, MLOps, data analysis, Pandas, scikit-learn, computer vision, and natural-language processing.

### What kind of opportunity is Jugal seeking?

Jugal is looking for hands-on, meaningful product-development contribution, values ownership and autonomy over top-down management structures, and prefers small to mid-sized teams where impact and integration can be greater.

## Links

- LinkedIn: https://www.linkedin.com/in/jugalushah

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