Avinash Gupta
Lead Backend Engineer · Search · Distributed Systems · Security
Noida, India · [email protected] · LinkedIn · GitHub
Summary
Backend engineer with nearly 10 years building high-throughput, security-sensitive systems in Ruby on Rails and Go. Currently leading engineering at MINE2 on a next-gen cyber deception platform, designing honeytokens, deception agents, and SIEM/Jira integrations. At RedDoorz I led the search division: I architected the RedSearch microservice (the company's highest-throughput service, with 50% lower latency), built an LLM-powered customer support chatbot with backend function-calling, and mentored a team of 3. I have a strong track record of taking systems from PoC to production at scale while optimising for cost, latency, and reliability.
Experience
Lead Software Engineer · MINE2
Founding engineer building a next-generation cyber deception suite from scratch.
- Architected and shipped the core deception platform (honeytoken types, deployment agents, and the central control console), taking the product from zero to a deployable suite.
- Researched and implemented 40+ honeytoken variants (cloud credentials, database creds, source-code artifacts, document lures) with tamper detection and exfiltration tracking.
- Built Go-based binary agents for automated honeytoken deployment, plus 100+ fortification checks for environment hardening and detection-coverage validation.
- Designed and built the Deception Control Console (Rails) for managing deployments, alerts, and forensic timelines across customer environments.
- Shipped SIEM, Jira, and Slack/Email/Webhook integrations so detections flow directly into incident-response workflows.
- Own the company's public website and product marketing surface end-to-end.
Lead — Direct Backend · RedDoorz (Commeasure)
- Led sprint delivery end-to-end for the Direct booking vertical, from scoping and planning through code review to production releases.
- Built an LLM-powered customer support chatbot with backend function-calling (booking lookups, cancellations, and modifications), reducing L1 ticket load.
- Migrated background job workload from Heroku to AWS, cutting hosting cost and removing scaling ceilings.
- Migrated high-load job pipelines from Sidekiq (Redis) to Sneakers (RabbitMQ), improving throughput stability under spikes.
- Ran internal training sessions for new engineers on Rails, Elasticsearch, and system-design fundamentals.
Senior Associate Lead — Search · RedDoorz (Commeasure)
- Led a team of 3 engineers in the Search division, covering mentoring, code review, hiring input, and roadmap ownership.
- Implemented real-time search personalisation, driving a 15% lift in booking conversions.
- Built "MoneyInBank", a revenue/commission calculator powering BI dashboards used in weekly business reviews.
- Built an in-house OKR tracking tool (Go + Gin + GORM) that replaced a paid SaaS.
- Managed Data Warehouse projects during a team gap, then onboarded and trained the replacement team.
Senior Software Engineer · RedDoorz (Commeasure)
- Designed and led development of RedSearch, the highest-throughput service at RedDoorz. Average API response time went from 300ms to 150ms.
- Achieved a 90% reduction in request timeouts and up to 90% server-cost savings on targeted applications.
- Built rate-plan-driven inventory management, eliminating duplicate pricing/inventory pipelines.
- Migrated deployment infrastructure to the Tokyo region to improve response times for the company's largest market.
Software Engineer · RedDoorz (Commeasure)
- Designed and shipped the Club Membership module, contributing a 20% lift in ancillary revenue.
- Built "RedEagle", a lead-generation tool with scoring logic and Google Maps visualisation for the BD team.
- Hardened search stability through Elasticsearch upgrades, mapping refactors, and field-level optimisations.
Software Engineer · Pratishthan Software Ventures
- Engineered a multi-tenant SaaS platform for hotel-chain operations (Angular 2 front-end, Rails API backend).
- Owned the Resource & Reservation and Billing Management modules.
- Primary contributor to the in-house Rails application framework, including a generic notification system.
Skills
- Languages
- Ruby, Go, JavaScript, SQL
- Frameworks
- Ruby on Rails, Gin, GORM
- Search & Data
- Elasticsearch, MySQL, PostgreSQL, Redshift, MongoDB, Redis
- Messaging & Jobs
- Sidekiq, RabbitMQ (Sneakers), AWS SQS
- Cloud & DevOps
- AWS (EC2, ECS, Lambda), Heroku, Docker
- AI / LLM
- OpenAI APIs, Function calling, Fine-tuning, RAG, CrewAI
- Security
- Cyber deception, Honeytokens, SIEM integrations, Burp Suite, Akamai