Open to remote opportunities

Shubh Rai

Software Engineer

I build AI-native platforms and billion-scale data systems.

shubh.rai.dev@gmail.comHyderabad, IndiaGitHubLinkedIn
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Experience

Where I've shipped

  1. SDE-1 · ZySec AI

    Promoted from Intern (Jan – May 2025)
    Jun 2025 – PresentHyderabad, India
    • Sole developer of the flagship AI SOC/SOAR platform — designed and shipped alert ingestion & triage, investigations & case management, SOAR playbooks with approval gates, and compliance reporting end-to-end, at team velocity via AI-assisted development
    • AI task & agent engine, 43 task types — incident response, compliance audits, fraud detection, and code review across in-process, Dockerized (warm container pool), and remote-runner modes, with approval gates, heartbeats, and per-run AI decision logs (tokens, cost, latency)
    • 105 integrations across 34 categories — SIEM, EDR, ticketing, IAM, threat intel, and AML/fraud, with credential rotation and an internal JWT bridge so task code never holds customer credentials
    • Security & quality hardening — Casbin RBAC, JWT + MFA, tamper-evident audit logs, and replay-protected HMAC-signed webhooks; air-gapped deployments covered by 150+ backend and Playwright E2E tests
    PythonFastAPIMongoDBVue.jsTypeScriptClickHouseLangGraphDocker

  2. AI Data Engineer (Freelance) · MavnAI

    Jul 2024 – Aug 2025Remote
    • LLM fine-tuning datasets — delivered domain-specific training and evaluation sets that improved model accuracy
    • ETL automation — built Python/SQL pipelines with AWS-backed storage workflows, cutting manual preparation time
    PythonSQLAWSBash

  3. ML Summer School Mentee · Amazon

    Selected twice (2023, 2024)
    2023 & 2024Virtual
    • Selected from 25,000+ applicants for Amazon's intensive machine learning program in consecutive years
    • Covered supervised learning, deep learning, NLP, and probabilistic graphical models under Amazon scientists
    PythonMachine LearningDeep LearningNLP

Projects

Selected work from the resume

Smriti

70% Token Savings

Open-source memory plugin for AI coding assistants — hybrid relevance scoring, 60% fewer API calls, 70% token savings.

TypeScriptBunSQLiteONNXHono
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VibeKit

150+ API Endpoints

AI-powered project management SaaS with a PyPI-published CLI syncing cloud and local dev environments in real time.

PythonFastAPIMongoDBVue.jsRedis
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Skills

Grouped as on the PDF resume

Languages

PythonTypeScriptSQLC++GoBash

Frameworks

FastAPIVue.jsReactLangGraphNext.jsHonoDjangoPlaywright

Data & Infra

MongoDBRedisClickHouseNeo4jDaskPrefectDockerHelmAWSLinuxGit

Concepts

LLM AgentsMCPRAG / Vector SearchREST APIsRBACCI/CDAir-Gapped Systems

Certifications

Claude Certified Architect – Foundations

Anthropic · 2026

Anthropic's certification for architecting production systems with Claude — agents, tool use, and deployment patterns.

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Hermes Agent: Build a Self-Improving AI Agent

Udemy · 2026

Hands-on certification covering self-improving agent loops, memory, and evaluation.

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Achievements

  • Smart India Hackathon 2022 — Winner

    Top 2% of 44,000+ teams nationwide

  • Smart India Hackathon 2023 — Finalist

    National finalist for ML-driven signal intelligence

  • Amazon ML Summer School — Mentee

    Selected twice (2023 & 2024), top 3,000 of 25,000+ applicants

Education

Indian Institute of Information Technology, Kalyani

B.Tech in Computer Science and Engineering

Dec 2021 – May 2025CGPA 8.20 / 10

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