Pramita Kastha
Open to work3 years experienceSoftware Engineer
Software engineer with 3 years experience building cloud-native AI/ML infrastructure.
Standing Rank
Rank Not Available
Developer Badges
Badges Pending
Skills & Technologies
63 skillsGitHub Activity Evidence
GitHub Footprint Not Connected
Recruiters value verified code contributions. Linking a GitHub account displays live heatmaps, active contribution metrics, repository languages, and push activity tags.
Work Experience
Member of Technical Staff, OCI AI/ML Infrastructure
Oracle Corporation
- Built a Python CLI using OCI SDKs to automate image patching of GPU/CPU compute targets across OCI regions/realms; parallelized orchestration with rollback logic, reducing on-call remediation from days to under 60 minutes.
- Unblocked production deployment of an AI-powered on-call assistant by migrating real-time data layer from WebSockets to Server-Sent Events (SSE); wrote Terraform modules for provisioning, cutting end-to-end latency by 70 percent.
- Provisioned OKE control-plane for the AI Data Infrastructure service using Terraform and Helm; built Grafana dashboards with MQL-based SLI/SLO alerting; handled OS patching and certificate rotation across production clusters.
- Owned end-to-end delivery of Data Generation, Model Evaluation, Training Pipelines, Data Library, and Onboarding modules using Preact, Oracle JET, and Redwood design system; features serve thousands of enterprise data scientists.
- Led migration of Data Science Console from legacy HG system to Redwood (MAUI); rewrote Playwright E2E test suites covering 15+ feature flows. Delivered BYOR, Public Egress, and Inference Protocol console features including API contract design with backend teams. Identified, did RCA and resolved a critical production bug blocking customers.
- Implemented Preact API Context state management, cursor pagination, async UI states, and consolidated error cards; measurably improved Time-to-Interactive (TTI) and Largest Contentful Paint (LCP).
- Built a Spring Boot REST API with multi-field filtering for Data Library; designed microservices decomposition POC for monolithic Data Labeling Service using Node.js, Spring Boot, MongoDB, and Uber Cadence workflow orchestration engine.
Projects
Agentic E2E Test Generation with Codex and Playwright MCP
- Designed an agentic AI workflow using Codex and Playwright MCP server to automate E2E test generation for OCI Data Science Console; the agent navigates the browser, replays user-described UI flows step-by-step, and synthesizes production-ready Playwright specs.
Pruning Algorithms for Recurrent Neural Networks
- Trained 2-layer bi-directional RNN with iterative magnitude pruning (0.5/0.2/0.1 %tiles), cutting training time by 50% without loss of accuracy.
Banking Chatbot with Throttled Message Queue
- Built a Dialogflow-based banking chatbot; developed a Node.js and Express fulfillment webhook that handled intent routing and slot extraction for customer queries. Implemented a throttled RabbitMQ queue with producer and consumer management to rate-limit API calls.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Achievements Not Earned
Special rewards, developer badges, system recognition certificates, and conceptual milestones will display here.
About Details
Professional Bio
Software engineer with 3 years experience building cloud-native AI/ML infrastructure. Comfortable owning work across the stack: infrastructure, backend, frontend, testing and ML tooling.
B.Tech in Electronics and Communication Engineering
Indian Institute of Technology, Kharagpur (2019 - 2023)