Shrinath Agarwal
Software Developer-4
Bangalore
Summary
Highly skilled software development professional bringing enormous talents for software design, development and integration. Offering advanced knowledge of in-demand programming languages.
Providing technical leadership and expertise in respective fields, often acting as subject matter experts for cross teams ( consist of 15-20 people).
Managing Complex problem-solver with analytical and driven mindset. Dedicated to achieving demanding development objectives according to tight schedules while producing impeccable code.
Overview
7
7
years of professional experience
4
4
years of post-secondary education
Work History
Software Deverloper-4
Swiggy
Remote
10.2022 - Current
- Pioneered the development of an end-to-end MLOps pipeline, thereby streamlining model deployment and significantly improving time-to-market.
- Optimized the Online Machine Learning workflow by a remarkable 4x, achieved through a reduction in the number of instances from 1500 to 250. This optimization was driven by a deep understanding of the system and expertise in the field.
- Played a crucial role in major releases and migration activities, such as NYE scaling, Payment data migration, and the adoption of PyTorch.
- Conducted a comprehensive evaluation to replace Akka with alternative solutions, exploring Golang and Java in conjunction with vertx for enhanced performance and efficiency.
- Participated in Root Cause Analysis (RCA) processes, where I was instrumental in setting up on-call routines, defining RCA priorities, and establishing actionable items to address identified issues.
Software Engineer -3
Swiggy
Remote
04.2021 - 10.2022
- Collaborated with software development and testing teams to design and develop robust solutions, aligning with client requirements for functionality, scalability, and performance.
- Achieved an 8x optimization of Spark Feature engineering jobs, resulting in a daily cost reduction from $2,000 to $250.
- Successfully optimized Feature store costs by 3x, addressing systemic issues and reducing monthly costs from $90,000 to $30,000.
- Managed a 560+ Nodes EC cache single-handedly, optimizing various processes to handle 40 million reads per second.
- Reviewed project specifications and delivered technology solutions that consistently met or exceeded performance expectations.
Software Engineer-2
Swiggy
Bangalore
08.2019 - 03.2021
- Collaborated with software development and testing teams to design robust solutions meeting client requirements for functionality, scalability, and performance.
- Established a comprehensive CI/CD pipeline for ML model creation, deployment, and development, reducing model creation and production time from 7 days to 0.5 day.
- Led the development of observability capabilities for ML models, including ML Feature engineering, while managing the entire product development in a small team of two people.
Software Enginner
OLA
Bangalore
01.2018 - 08.2019
- Contributed to a Location Service Platform enhancing customer app experiences.
- Developed a Category Service Platform from scratch, supporting complex category hierarchies with a throughput exceeding 500K/min and an average latency of 5 ms (utilizing Golang and caching).
- Participated in the Incentive Team, overseeing the entire process from scheme creation to driver app implementation, leveraging Spark for driver performance-based incentive calculations.
- Received accolades for impactful contributions to Ola's Location Intelligence and Driver Incentive platform, driving efficiency and profitability.
Software Engineer
Applied Materials
Bangalore
07.2016 - 01.2018
- Worked in the Common System Software group, focusing on control system software for Applied Materials Wafer Fabrication Equipment.
- Led the development and optimization of Epitaxy process recipes, resulting in a 15% improvement in wafer uniformity.
- Managed the installation and qualification of multiple Epitaxy systems, ensuring a smooth production ramp-up.
- Collaborated with R&D teams to introduce next-generation Epitaxy technologies.
- Maintained equipment uptime, contributing to a 98% operational efficiency rate.
Education
B.Tech - Electrical, Electronics And Communications Engineering
NIT-BHOPAL
07.2012 - 06.2016
Skills
Programming Languages - Java, Scala, Python, Golang
Development Frameworks- Akka, Vertx, Spring
Database Management - SQL, NoSQL (Redis, Cassandra, MongoDB)
Architectural Patterns, Cloud Services (AWS, Azure), DevOps Tools
Code Review and Documentation, Leadership and Project Management
MLOps
Timeline
Software Deverloper-4
Swiggy
10.2022 - Current
Software Engineer -3
Swiggy
04.2021 - 10.2022
Software Engineer-2
Swiggy
08.2019 - 03.2021
Software Enginner
OLA
01.2018 - 08.2019
Software Engineer
Applied Materials
07.2016 - 01.2018
B.Tech - Electrical, Electronics And Communications Engineering
NIT-BHOPAL
07.2012 - 06.2016