Suchet Vinod Pawar

Proof of Experience

LinkedIn · May 2026 – Present

Design software engineering tasks covering debugging, feature development, refactoring, and testing across multi-file codebases.
Create reference implementations, evaluation rubrics, and test suites to benchmark LLM performance and solution correctness.
Review Python, JavaScript/TypeScript, and Java codebases to identify defects, edge cases, and maintainability issues.
Perform technical evaluations and peer reviews to improve benchmark quality and evaluation consistency.

Brillio LLC · Sep 2024 – Jul 2025

Designed and shipped distributed backend automation services supporting high-volume transactional workflows and third-party integrations, reducing processing errors by 15% and improving system reliability.
Led the design and execution of a large-scale data migration, architecting relational schemas and ingestion pipelines with validation, consistency, and auditability controls.
Leveraged Al-assisted developer tooling (Copilot, ChatGPT, Claude) to accelerate service scaffolding, debugging workflows, and documentation generation while validating outputs through structured testing and review pipelines.
Owned end-to-end design and operation of asynchronous data-processing services handling thousands of sensitive records daily, ensuring correctness under concurrent workloads with strong reliability and compliance guarantees.
Optimized SQL and NoSQL queries and indexing strategies, improving response times by 20%.
Mentored junior engineers through code reviews, system design discussions, and operational knowledge transfers to improve service reliability and development velocity.

CareMetx LLC · Nov 2020 – Sep 2024

Built and maintained backend services powering a large-scale SaaS platform with high availability, correctness guarantees, and production reliability requirements.
Designed scalable relational schemas and backend APIs supporting distributed workflow orchestration and high-availability document processing pipelines.
Built resilient service-to-service communication layers with retry-safe execution, failure recovery strategies, and monitoring-backed reliability guarantees across distributed backend systems.
Profiled and optimized high-throughput services, tuning caching, concurrency, and data flows for performance and stability.
Contributed to the transition from a monolithic architecture to microservices, defining service boundaries, API contracts, and data ownership models to improve scalability and deployment independence.
Optimized PostgreSQL and MongoDB queries backing transactional and reporting workloads, reducing latency by 30%.
Implemented fault-tolerant data pipelines with compliance safeguards to maintain consistency across distributed services.

University of Massachusetts Dartmouth · Feb 2020 – May 2020

While working as a Tutor I also worked as a Teaching Assistant for the course "Advanced Algorithms and Complexities".
Responsibilities included -
* As a Teaching Assistant, I have helped assist professor with setting up Quizzes and homework assignments for a class of 50 students.
* I have also worked as a grader and helped professor with grading homework assignments and quizzes.
* I have mentored many students with topics they faced challenges within the class.

University of Massachusetts Dartmouth · Sep 2019 – May 2020

I have worked as a part-time STEM tutor while completing my Masters at UMass.
The responsibilities for the position included -
* As a tutor, I have tutored around 200 students of the different age groups from age 18-50 in groups, one-on-one, and through online learning, and my excellent communication skills have helped me with all these students.
* I have tutored courses from multiple STEM majors such as Mathematics, Computer Science, and Computer and Electrical Engineering.
*I was assigned specific courses that are complex and have topics hard to explain like College Algebra, Calculus, Computer Fundamentals, Programming Basics, and others.
* Students often approached me for helping them prepare for exams, weekly quizzes, and in their homework assignments.

Kapstone LLC · May 2019 – Aug 2019

As a software engineering intern at Kapstone LLC, I have worked with multiple teams and have immersed myself in the levels of the software engineering process.
Responsibilities included -
* As an intern I have worked with the Requirements gathering team, met with clients, and developed requirements documents for specific projects.
* I have worked with the Designing team to develop a prototype with Kafka and Axon Frameworks.
* I was responsible for the development and testing of REST API's for many platforms.
* I was also responsible for the fundamental development of projects for development teams, collaborate with them, and giving them presentations regarding the same if needed.
* Apart from development, testing and designing I also helped with Research and development.

No completed sessions yet. Anything Suchet finishes shows up here with the evidence behind it.