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AB

Doha, Qatar

Amar Jyoti Bairagi

Head of AI, Product & Technology at Secura Eyes

  • Building EuclidPRO.ai: multi-tenant SaaS, offline AI and self-hosted maps
  • Full-stack: Next.js, TypeScript, Python, LLMs

I build the software operations teams actually use: multi-tenant platforms, offline AI, self-hosted maps.

Portrait of Amar Jyoti Bairagi

3

Live products with users

13+

Years in safety and operations leadership

350+

Locations using EuclidPRO.ai Field Operations

5,000+

People personally trained

2

Global tournaments supported: FIFA World Cup 2022 & AFC Asian Cup 2023

01 / What I build

Products and platforms

Six projects, each with a public product requirements document: the problem, the users, the requirements, the architecture and my role.

Three products are live with real users: EuclidPRO.ai, DailyToolNest and SKDC.

  • EuclidPRO.ai

    Secura Eyes Informatics · 2024 – present

    Live, with users

    Custom software platform built on skeleton_foundation: digital transformation, audited AI agents and applied intelligence. Its Field Operations module is live and in use by an HSE team of 35 users across 350+ locations.

    • Fastify
    • React
    • PostgreSQL
    • PgBouncer
    • Row-level security
    • Self-hosted maps
  • Live, with users

    Free, no-account PDF, image, data and date tools (19 of them). Sensitive mode runs entirely in the browser with WebAssembly on an isolated origin, and you can verify that nothing is uploaded. Normal mode uses an encrypted, sandboxed server that deletes files within 15 minutes.

    • Next.js
    • Vite
    • WebAssembly
    • qpdf
    • libheif
    • jSquash
    • Content Security Policy
    • gVisor
    • AES-256-GCM
    • Caddy
    • Self-hosted (Germany, GDPR)
  • Live, with users

    Clinic operations PWA for a multi-doctor chamber: scheduling, live token queue, patient records and vitals, cash and UPI payments, revenue sharing, doctor settlements, dashboards and CSV, Excel and PDF reports. Passkeys, field-level financial privacy and self-hosted deployment.

    • TypeScript
    • React 19
    • Fastify 5
    • SQLite
    • Vite PWA
    • Dexie/IndexedDB
    • WebAuthn
    • Zod
    • Cloudflare Tunnel
    • systemd
  • skeleton_foundation

    2026 · actively maintained

    Public template · MIT

    Self-installing multi-tenant SaaS foundation for one Linux server: schema-per-tenant PostgreSQL with forced row-level security, an operator console and encrypted backups. EuclidPRO.ai runs on it.

    • Fastify
    • React
    • PostgreSQL 16
    • PgBouncer
    • Cloudflare Tunnel
    • Playwright
  • CrewBoard

    Mowasalat (Karwa) depot operations · 2025

    Built and used in operations

    One-click Windows tool that turns crew-board PDFs into shift data. It cut a multi-hour, error-prone re-keying task to minutes per shift.

    • Python
    • FastAPI
    • pdfplumber
    • Windows .exe
    • Built with Codex
  • Working PC app

    Offline Arabic–English bilateral speech translator for bilingual workshops and transcript records. It runs on a PC with no internet connection.

    • Faster-Whisper
    • Local translation models
    • Speech synthesis
    • Offline

More projects

  • DocuLense AI

    Enterprise document-intelligence and knowledge-retrieval platform concept: ingestion, classification, RAG-based retrieval and source-grounded generation.

    Architecture / Concept
  • GoldDiggerV1: XAUUSD Trading Engine

    Modular research engine for deterministic backtesting and trade-lifecycle management. R&D project; no profitability claims.

    Active Development
  • MarketResearch Platform

    Platform initiative to support structured market research, opportunity assessment and commercial decision-making.

    Active Development
  • Incident Reporting Application

    Mobile and desktop incident-reporting concept for data entry, image upload and centralised VPS-based records.

    Active Development
All projects

02 / Experience

Where I've built and led

AI product work first. Before and alongside it, 13+ years running safety and operations in public transport, metro construction and infrastructure.

AI, product & technology · current

Venture Partner & Head of AI, Product and Technology

Secura Eyes Informatics India Private Limited

Aug 2022 – Present · Delhi, India · Hybrid · Part-time, non-equity, concurrent with Mowasalat

  • Lead product discovery, market research, strategy, roadmap, UI/UX, architecture, full-stack development, deployment and go-to-market for AI-enabled products.
  • Architected and built EuclidPRO.ai (2024 – present), now a modular, self-hosted platform for software companies, built on skeleton_foundation.
  • Shipped the first module, Geolocation: a self-hosted map of Qatar with automatic route calculation, route report download, navigation, and a field app for data recording, navigation and tracking. It is live and in use by an HSE team of 35 users across 350+ locations. Task and Approval modules are next on the roadmap.
  • Shipped EuclidPRO.ai's public product site (euclidpro.ai), positioning the platform across digital transformation, audited AI agents and applied intelligence.
  • The earlier version of EuclidPRO.ai (2024–2026) was a generative AI platform that turned minimal inputs into complete training content and downloadable PDF presentations, using multi-stage orchestration and mandatory human approval gates. It ran on a Linux VDS.
  • Built the first version solo, and now lead a team of three: a full-stack developer, a cybersecurity specialist and a software engineer.
  • Built ARconvo, an offline Arabic–English bilateral speech-translation PC app using language detection, Faster-Whisper, local translation models, speech synthesis and bilingual transcription.
  • Evaluate AI models and infrastructure on accuracy, latency, cost, privacy, security and scalability, using schema validation, TTFT, normalisation, failure analysis, LLM-as-judge scoring and SME review. Define human-oversight and responsible-AI controls.
  • Develop product positioning, commercial models, pricing concepts, unit economics, adoption models, partnerships and market-entry plans, advising leadership on product-market fit, investment priorities, delivery risk and technical trade-offs.

Operations & HSSE: domain depth

  1. Depot HSSE Supervisor · Mowasalat (Karwa), Qatar's government public transport company

    May 2022 – Present

    Doha, Qatar

    Scope: 7 depots, 8 bus stations, 280+ government schools and 10,000+ personnel, including Lusail Electric Bus Depot (~478 buses), a technology-dense environment spanning telematics, CCTV, charging infrastructure, BMS and access control.

    Show 8 more
    • Built CrewBoard (2025), a one-click tool that cut a multi-hour, error-prone crew-board re-keying task to minutes per shift.
    • Introduced AI-assisted risk assessments and documents, and built AI workflows in Word, Excel and PowerPoint for non-technical staff.
    • Moved training and reporting onto Power BI, Power Automate, Microsoft Forms and SharePoint, improving reach, completion visibility, auditability and management reporting.
    • Turn recurring operational problems into requirements, KPIs, dashboards, workflow automation and corrective-action tracking, and report to the HSSE Director and C-suite.
    • Run 2,000+ risk-prioritised inspections a year with over 95% corrective-action closure, and approve every permit-to-work.
    • Work daily with the Ministry of Transport, Qatar Civil Defence, the Ministry of Interior, the Ministry of Education and Higher Education, and PHCC. Have also worked with the Supreme Committee for Delivery & Legacy.
    • Supported operational readiness for the FIFA World Cup 2022 and AFC Asian Cup 2023.
    • Have personally trained 5,000+ people through multilingual briefings and programmes.
  2. Group HSE & Sustainability Manager · CEC, ECC & LTCC Group

    Nov 2020 – May 2022

    Doha, Qatar

    Unified HSE governance, KPI standards and performance reporting across three operating companies into one view for group leadership.

    Show 2 more
    • Rolled out common policies, inspection programmes and audit schedules across multi-site, multi-company construction, GSAS and LEED projects.
    • Led investigations, corrective-action programmes and sustainability compliance, including studies within National Reserves.
  3. Health Safety Environment Engineer · Al-Balagh Trading & Contracting Co. W.L.L.

    Oct 2018 – Oct 2020

    Qatar

    Set up HSE plans, risk controls, permit-to-work checks and inspection systems for multi-contractor infrastructure projects, including Al Wakrah Stadium Energy Centre (FIFA World Cup infrastructure) and ISF Camp Development.

    Show 2 more
    • Converted client, contractor and regulatory requirements into operating controls and assurance programmes.
    • Led investigations, audits, inspections, corrective-action cycles and emergency readiness across multi-disciplinary interfaces.
  4. Senior HSSE Engineer · AFCONS Infrastructure, Kolkata East-West Metro

    Jul 2014 – Sep 2018

    Kolkata, India

    HSE for the Kolkata East–West Metro Corridor, an underground metro programme including tunnelling, underground stations and electrical substations.

    Show 2 more
    • Coordinated engineering, construction, contractor and government stakeholders against milestone and compliance gates.
    • Supported risk controls for underground construction, tunnelling, electrical systems, lifting and emergency response.
  5. Fire Safety Officer (Station Officer) · Agni Fire Services

    Apr 2012 – Jun 2014

    India

    Fire protection, emergency preparedness and safety compliance at a high-security site (CISF Headquarters & Camp Facilities), working with CISF personnel.

    Show 1 more
    • Supported fire prevention, response planning and inspections.

03 / Skills

What I work with

  • AI Product & Transformation

    Enterprise and public-sector opportunity discovery, AI strategy, requirements, roadmaps, prioritisation, business cases, GTM, pricing, adoption and value tracking.

  • Generative AI & Evaluation

    LLM applications, structured generation, multi-stage orchestration, model evaluation (schema validation, TTFT, LLM-as-judge, failure analysis), RAG and human review gates.

  • Conversational, Speech & Multilingual AI

    Speech-to-text, text-to-speech, silence and language detection, Arabic dialect recognition, translation, NLP and offline inference.

  • Software & Platform Development

    TypeScript, Next.js, React, Fastify, Python, FastAPI, PostgreSQL, multi-tenant SaaS, Docker, Linux, systemd and local-model deployment.

  • Security, Governance & Privacy

    Row-level security, AES-256, TLS 1.3, RBAC, privacy-by-design, DPDP Act awareness, ISO 27001 principles, auditability and human-in-the-loop controls.

  • Learning & Enablement

    Training architecture, assessments, multilingual learning, certification-ready records, adoption analytics and 5,000+ people personally trained.

Technical skills, grouped

AI
  • Generative AI
  • LLM application design
  • LLM evaluation: schema validation, latency/TTFT, LLM-as-judge, failure analysis
  • Prompt engineering
  • RAG
  • Speech AI: Faster-Whisper, TTS
  • Human-in-the-loop design
  • Agent orchestration
  • Metrics design
  • Local model inference
Models and platforms
  • Claude
  • OpenAI
  • Gemini
  • Google Cloud Vertex AI
  • Azure AI
  • AWS
  • Fanar
  • OpenRouter
  • Ollama
  • vLLM
  • Local/offline LLMs
  • Local models: Gemma, Qwen, Falcon
  • Local models: TimesFM, Chronos, Whisper, Piper
AI dev tools
  • Claude Code
  • Codex
  • Cline
  • Replit
  • Lovable
  • Bolt
  • v0
Engineering
  • TypeScript
  • Next.js
  • React
  • Node.js
  • Fastify
  • Python
  • FastAPI
  • Tailwind
  • REST APIs
  • Zod
  • WebAssembly
  • PWA/Workbox
  • ExcelJS
  • PDFKit
  • Vitest
Data and infrastructure
  • PostgreSQL
  • PgBouncer
  • Prisma
  • Drizzle
  • Supabase
  • Neon
  • SQLite
  • Dexie/IndexedDB
  • Docker
  • Linux
  • systemd
  • Cloudflare: Tunnel, Turnstile, R2, DNS
  • Vercel
  • GitHub Actions
  • Azure
  • SSH
  • WSL
  • VDS
  • Windows
Security and governance
  • Multi-tenant row-level security
  • Content Security Policy
  • WebAuthn/passkeys
  • gVisor sandboxing
  • AES-256
  • TLS 1.3
  • Role-based access control
  • Privacy-by-design
  • DPDP Act
  • ISO 27001 principles
  • Human approval gates
  • Risk assessment & FMEA
Product
  • Discovery
  • Requirements
  • Roadmapping
  • Pricing and go-to-market
  • Stakeholder management, including government
Automation
  • Power BI
  • Power Automate
  • Power Apps
  • IoT/MQTT
  • SharePoint
  • Microsoft Forms
  • Microsoft 365
Design and collaboration
  • Figma
  • Miro
  • Canva
  • Jira
Domain
  • HSSE management systems
  • Risk management
  • Permit-to-work
  • Incident investigation
  • Public transport operations

04 / About

From frontline operations to AI products

I build AI products and the software around them, from architecture to deployment.

As Head of AI, Product and Technology at Secura Eyes Informatics, I lead EuclidPRO.ai, a modular, self-hosted platform. It runs on skeleton_foundation, an open-source multi-tenant SaaS base I wrote, with schema-per-tenant PostgreSQL, row-level security, an operator console and encrypted backups. The first live module is a self-hosted map of Qatar with automatic routing, route reports, navigation and a field app for data capture and tracking. An HSE team of 35 users uses it across 350+ locations.

I built the first version solo and now lead a team of three: a full-stack developer, a cybersecurity specialist and a software engineer. On the AI side, I choose models through measured evaluation: schema validation, latency and time-to-first-token, failure analysis, LLM-as-judge scoring and expert review. Human approval stays in the loop before anything is published. I also built ARconvo, an offline Arabic–English speech translator that runs on a PC, using Faster-Whisper and local models. Alongside EuclidPRO.ai, I've shipped DailyToolNest, a privacy-first file-tools site where sensitive files never leave the browser, and SKDC, a clinic operations app a multi-doctor chamber runs on every day.

My background is 13+ years running safety and operations in public transport, metro construction and infrastructure in Qatar and India. Most recently that covers 10,000+ personnel and 7 depots at Mowasalat. That is where I learned what frontline teams need. I move between executive discussion, operational discovery, product strategy, architecture, hands-on development, governance, delivery and user enablement.

I'm looking for roles in AI product, applied AI and solutions engineering, especially where AI has to work in regulated, real-world operations.

Based in Doha and open to suitable opportunities in Qatar, the UAE and internationally, including relocation for a confirmed role.

  • Enterprise and public-sector operational understanding
  • Hands-on AI and full-stack product development
  • Product discovery, roadmap and commercial strategy
  • Conversational, speech and multilingual AI experience
  • Learning-platform and AI enablement experience
  • Security, privacy, governance and human-approval controls
  • Executive-to-frontline stakeholder communication
  • Large-scale training and adoption capability
  • English fluent
  • Hindi fluent
  • Bengali native
  • Arabic basic working proficiency

Key evidence

  • Three products live with users: EuclidPRO.ai, DailyToolNest and SKDC
  • Architected EuclidPRO.ai, a custom software platform whose Field Operations module is live and in use by an HSE team of 35 users across 350+ locations
  • Wrote skeleton_foundation, an open-source multi-tenant SaaS foundation with schema-per-tenant PostgreSQL, row-level security and encrypted backups
  • Built a live offline Arabic–English bilateral speech-translation application
  • Built and deployed the earlier EuclidPRO.ai (2024–2026), which generated complete training content and downloadable PDF presentations
  • Developed workflow automation that reduced a recurring multi-hour manual crew-board process to minutes
  • Led public-sector-facing operations and workforce enablement across 280+ government schools and 10,000+ personnel
  • Worked with OpenAI, Claude, Gemini, Vertex AI, Google Cloud, OpenRouter and local AI models

05 / Credentials

Education & certifications

Education

  • B.Tech, Electrical & Electronics Engineering

    Techno India Banipur (MAKAUT), West Bengal, India

    2012–2016
  • Diploma in Safety Engineering

    IIMES, Karnataka, India

    2010
  • Indian School Certificate (10+2)

    CISCE, St. Stephen's School, Kolkata, India

    2011
  • Indian Certificate of Secondary Education (10th)

    CISCE, St. Stephen's School, Kolkata, India

    2009

Certifications

10 professional certifications: ISO Lead Auditor, NEBOSH, BSC Level 6 and more
  • ISO 9001:2015, ISO 14001:2015 and ISO 45001:2018 Lead Auditor
  • ISO 31000 Risk (FMEA)
  • NEBOSH International General Certificate (IGC)
  • British Safety Council Level 6 International Diploma in Occupational Safety & Health
  • Lean Six Sigma Green Belt (KPMG)
  • IOSH Managing Safely
  • IOSH Train the Trainer (Level 3)
  • GRI Sustainability Reporting
  • HABC Level 2 Award in Fire Safety
  • STCW (EFA, FPFF, PST, PSSR)

06 / Contact

Let's talk

I'm looking for roles in AI product, applied AI and solutions engineering, especially where AI has to work in regulated, real-world operations.

Doha, Qatar · Based in Doha and open to suitable opportunities in Qatar, the UAE and internationally, including relocation for a confirmed role.