// AI Engineer

Sushant
Kumar

Senior engineer with 4+ years building production-grade AI systems and scalable fintech backends. I work at the intersection of LLMs, agentic systems, and real-world engineering.


Where I've worked

ReShield · Acquired by Rubrik Founding Engineer

Feb 2025 – Sept 2025

  • Zero Trust Access Engine: Engineered just-in-time, time-bound access controls across AWS, databases, Kubernetes, and SaaS platforms, replacing standing privileges with fine-grained, auditable permissions for both human and non-human identities (API keys, service accounts).
  • Natural Language Access Graph: Built an AI-powered query engine over identity and access data, allowing security teams to explore user-role-resource relationships and surface risk signals like overprivileged identities using plain English — no SQL required.
  • AI Security Insights: Developed an AI-driven insights layer that continuously analyzed identity posture across connected resources, detected access anomalies, and proactively surfaced threats to security teams via dashboard and Slack.
  • Slack-First Access Workflows: Built end-to-end access request and approval workflows with a Slack-first interface, enabling users to request, approve, and receive time-bound credentials without leaving their existing tools.
  • AI Access Reviews: Implemented automated access review campaigns using LLM-assisted workflows, replacing manual review processes with structured, auditable flows — producing compliance-ready audit trails for governance teams.
  • Multi-System Integrations: Engineered an integrations layer supporting cloud providers, databases, Kubernetes clusters, and IDPs, each with distinct configuration and auth flows, unified under a single access management platform.
  • Product adopted by high-growth tech companies including Sanas, WebEngage, KFintech, and Rigi during beta, ultimately leading to acquisition by Rubrik.
Fibe Senior SDE

April 2024 – Nov 2024

  • Built a liveness detector (Mediapipe + AWS Rekognition + LLM embeddings) as a KYC alternative to Hyperverge — matching accuracy at a fraction of the cost and reducing credit fraud significantly.
  • Built the customer retention & loyalty platform with 300+ brand discounted gift card listings, integrating Pine Labs APIs for gift card booking.
  • Built a notification service for push notifications and SMS to customers for platform discovery.
  • Implemented AI-powered semantic search for brand discovery on the category page, going beyond keyword matching to understand user intent.
  • Built a CMS portal for brand onboarding with a maker-checker workflow, replacing a mail-based approval process and cutting onboarding time from 1 week to under 10 minutes.
  • Integrated the platform with the Loan Origination Service for repeat borrowers, letting them claim their processing fees as equivalent-value brand gift cards.
Oracle Associate SDE

June 2022 – Nov 2023

  • Built a merchant settlement engine in Java — aggregates transactions, dispatches grouped payouts, handles multi-mode settlement across escrow accounts with full reconciliation and refund support.
  • Engineered the BNPL disbursement system with co-lending support, managing funds disbursed across multiple lender-merchant UTRs and escrow accounts.

Things I've built

Projects coming soon — check back shortly.

Technical stack

AI / LLMs

Agentic AI Multi-Agent Systems RAG LLM Evaluation Vector DBs Memory Mgmt

Languages

Go Python Java SQL MongoDB

Frameworks

LangChain LangGraph Spring Boot Docker Redis

AWS & Infra

Bedrock Lambda EC2 / S3 API Gateway SQS CloudWatch

Recognition

📄

Granted Patent · No. 202221025974

A System and Method for Preventing Pilferage of an Object Contained in a Vehicle.

🏆

Shakti Microprocessor Challenge — 4th Prize

Youngest team to win out of 5,000+ participants. Built ATGLS: Anti-Theft Geo-fencing Based Locking Mechanism.

💻

ICPC Regional Qualifier — Amritapuri 2020

Qualified for the regional round of one of the world's most competitive programming contests.


Get in touch

Open to AI engineering roles — full-time or contract. Reach out and let's talk.