Sanket S.

Software Engineer

Bengaluru, Karnataka, India6 yrs 6 mos experience

Key Highlights

Designed scalable systems for high-growth startups.
Led end-to-end product development with a full-stack mindset.
Improved model accuracy and operational efficiency significantly.

Stackforce AI infers this person is a SaaS-focused Fullstack Software Engineer with expertise in scalable systems and machine learning integration.

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Skills

Core Skills

Human-in-the-loop Machine LearningDistributed SystemsHigh-level DesignBack-end Web DevelopmentService-level Agreements (sla)Low Level ProgrammingMicroservices

Other Skills

Extract, Transform, Load (ETL)Team LeadershipSnowflakeHadoopApache SparkApache AirflowEnterprise ArchitectureDatabasesSoftware ObservabilityMapReduceLarge Language Models (LLM)System MonitoringApache KafkaLoad TestingCode Review

About

Seasoned Software Engineer with over 6 years of experience designing and scaling production-grade systems across high- growth startups and global organizations. Proven ability to lead end-to-end product development from architecting resilient backend and ML-integrated pipelines to delivering performant frontend experiences. Skilled in defining SLAs/SLOs, building observable systems, and solving complex problems that align directly with business objectives. Known for driving platform strategy, mentoring teams, and adapting seamlessly to the evolving software landscape with a full-stack mindset and a strong foundation in systems thinking.

Experience

6 yrs 6 mos

Total Experience

1 yr 3 mos

Average Tenure

Current Experience

Aidash

SDE 3

Jan 2024 – Jan 2026 · 2 yrs · Bengaluru, Karnataka, India · Hybrid

Designed a model-first human-in-the-loop system, reducing annotation size and GIS team effort by ~30%.
Built real-time reporting pipelines that improved model accuracy by ~20%.
Scaled the platform to ~400 annotators with IAM-based access and offline support.
Automated analytics workflows, significantly reducing analyst effort by ~80%.

Human-in-the-Loop Machine LearningExtract, Transform, Load (ETL)Distributed SystemsTeam LeadershipSnowflakeHadoop+7

Arzooo

2 roles

Senior Software Engineer

Promoted

Jul 2023 – Dec 2023 · 5 mos · Bengaluru, Karnataka, India

Designed a flexible coupon engine that powered over 50,000 orders across various campaigns.
Owned backend scalability for the flagship ‘WED Sale’ event, generating over INR 100 Cr in just 5 days.
Enhanced homepage personalization logic, resulting in a 22% increase in PDP views and an 18% rise in total orders.

System MonitoringDistributed SystemsHigh-Level DesignApache KafkaLoad TestingCode Review

SDE 2

Jun 2022 – Jul 2023 · 1 yr 1 mo · Bengaluru, Karnataka, India

Elastic Stack (ELK)Amazon Web Services (AWS)Back-End Web DevelopmentLow-Level Design

Clearfeed

Member Of Technical Staff

Apr 2021 – Jun 2022 · 1 yr 2 mos · Bengaluru, Karnataka, India

Developed rule-based Slack notification workflows, enhancing response times by approximately 20%.
Created an analytics engine to monitor SLA, time-to-first-response, and backlog KPIs.
Implemented bi-directional sync between Slack and Jira/Zendesk for efficient ticket management.
Automated AWS server setup and scaling processes using Terraform, streamlining operations.

Low Level ProgrammingTypeScriptCode ReviewSentryService-Level Agreements (SLA)NestJS+3

Pixxel

Full Stack Developer

Jun 2020 – Jun 2021 · 1 yr · Bengaluru, Karnataka, India · On-site

Developed a real-time annotation tool for streaming satellite imagery with machine learning overlay capabilities.
Integrated boundary segmentation models into user interface workflows to enhance interactive labeling.
Coordinated frontend and backend processes to enable custom dataset creation and segment visualization.

Telstra

Software Developer

Jan 2019 – Jan 2020 · 1 yr · Bengaluru, Karnataka, India

Rebuilt the internal HPSE dashboard to enhance tracking of software metrics, including code coverage and deployment frequency.
Developed modular Node.js microservices to improve the efficiency of DevOps reporting tools.
Created reusable UI components, significantly streamlining the development process and promoting best practices.

React.jsSoftware Development Life Cycle (SDLC)Node.jsMicroservices