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Sanath Swaroop Mulky

AI Engineer · Systems · Security

5 projects · 5 roles · 8+ years

modelgemma 31b·type /model to switch

ask me anything

* “Claude Code” is a trademark of Anthropic. This terminal is a creative recreation inspired by that interface and is not affiliated with Anthropic. AI responses may contain errors — always verify important information.

➜~whoami

I build AI systems, ship products, and break things securely.

Engineer working at the intersection of LLMs, agents, RAG, and product. Comfortable from low-level infra to user-facing UX. Currently building tools that make AI feel inevitable instead of impressive.

  • LLMs
  • RAG
  • Agents
  • TypeScript
  • Python
  • Postgres
  • AWS
  • Security
➜~ls ./projects5 entries

With AI, Always Trust but Verify.

— Sanath Swaroop Mulky

Inspired by the Russian proverb "Доверяй, но проверяй" (Trust, but verify). In the age of AI, the principle holds — perhaps more than ever.

➜~cat experience.log./career.log · 5 entries
  1. Sep 2025 — Present
    Remotenow

    Sr. AI Engineer (Contract) @ Excelerate Technologies

    • Architect of AIPT — AI-powered penetration testing & compliance platform automating security assessments and remediation.
    • Led the Operating Systems Agent for Excellerate Legal — natural-language (voice + chat) access across CRMs and internal tools.
    • Built CommExcel, a unified text/voice support agent for Shopify & WooCommerce.
    • Shipped DriveExcel, a voice agent automating Amazon DSP driver onboarding & qualification.
    LLMsAgentsVoice AISecurityRAG
  2. Jul 2024 — Dec 2025
    Remote · Hyderabad

    Head of Product @ Motiv8.Digital

    • Led full-stack AI recruiting platform: resume screening, coding assessments, video-interview analysis.
    • AI Resume Screener v2 — 85% reduction in screening time.
    • Recruiter Copilot Chat doubled qualified outreach via conversational AI.
    • ATS & job-board partnerships drove 25% of new revenue pipeline.
    LLMsNLPProductFull-stack
  3. Apr 2022 — Aug 2023
    Hyderabad

    Backend Developer @ StaTwig

    • Led 3-member team on open-source blockchain supply-chain platform (Hyperledger Fabric).
    • Migrated MERN app to multi-tenant — deployment time cut to 18% of original.
    • Refactored backend into Node.js microservices with canary deploys.
    • Implemented key-sharding for secure custodian wallet storage.
    Node.jsMongoDBHyperledgerRedis
  4. Nov 2020 — Apr 2022
    Hyderabad

    Blockchain Associate @ NPCI

    • Contributed to early development of India's tokenized digital Rupee (eINR) — 4M+ customers.
    • VAPT-driven hardening: closed 7 critical and 20+ high/medium findings.
    • Forked Hyperledger Fabric for block archival — 80%+ storage savings.
    • RabbitMQ inter-service comms cut average txn time by 20%+.
    HyperledgerRabbitMQSecurityGo
  5. May 2018 — Oct 2020
    Hyderabad

    Product Engineer @ Buildup.services

    • Designed award-winning AR/VR construction management platform with real-time ML analytics.
    • Built ML models predicting project bottlenecks & recommending interventions.
    • Interactive ML-powered dashboards for clients and contractors.
    AR/VRMLAnalytics
➜~./pillars
AI Systems
  • ▸LLM pipelines & agents
  • ▸RAG over heterogeneous sources
  • ▸Eval + observability
Security
  • ▸AIPT — AI pentest platform
  • ▸Recon → exploit automation
  • ▸CVSS prioritization
Backend & Infra
  • ▸Low-latency APIs
  • ▸Postgres / vector stores
  • ▸Edge + serverless deploys
➜~./honors
  • ★Winner — DeveloperWeek 2025 Hackathon (Trackonomy, solo)
  • ★Winner — AngelHack Global Demo Day 2018
  • ★Winner — Smart India Hackathon 2019 (SW Edition)
  • ★Winner — HACK.COMS, EduHacks 2020, Mozilla Firefox Hackathon 2016
  • ★ISB CIE — Innovation Mentor & Tech Partner (TEP)
➜~curl blog.sanathswaroop.com/rss.xml./blog.feed
blog.sanathswaroop.com↗

Live feed unavailable in this environment — read everything at blog.sanathswaroop.com ↗

Writing on AI systems, agents, security, and building at the frontier.

Open blog → blog.sanathswaroop.com
➜~./contact --send

$ ping me — fastest is email.

$ exit 0 — built with intention.

press ⌘K anytime