Software · ERP · Data · AI Engineer
Abhinav S S — Software Engineer in Abu Dhabi
I build systems that run businesses. Enterprise platforms on Python, Odoo, Django, PostgreSQL clusters built for failover, cloud and DevOps, and AI/ML models — from predictive analytics to vision and MCP‑connected automation — designed, shipped and kept running for six years.
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Identity
I'm Abhinav, a software engineer in Abu Dhabi. For 6+ years I've built the systems businesses depend on — ERP platforms for twenty organizations, databases designed to fail over without losing a row, dashboards, microservices, and models that forecast revenue, read documents and predict server load. I care about the part nobody sees: the migration that finishes on time, the API that never goes down.
What I can take on
Build, migrate or extend an Odoo / ERP platform end to end
From a blank database to a running ERP, or from v10 to v19 without losing a record: custom modules, OpenUpgrade, integrations, cutover and support.
5+ MIGRATIONS · v10 → v19 — ODOO · OPENUPGRADE · PYTHON · POSTGRESQL
Design a database cluster that fails over without losing a row
Patroni HA, synchronous replication, WAL archiving and point‑in‑time recovery, designed against your RPO/RTO and failover‑tested before it matters.
PATRONI · PITR · RPO/RTO — PATRONI · REPLICATION · PITR · MYSQL HA
Train a model on your operational data and put it to work
Forecasting, early‑warning, OCR and vision models built on your own history, then wired into the workflow so they change decisions, not just dashboards.
FORECASTING · VISION · OCR — TENSORFLOW · SCIKIT‑LEARN · OPENCV · VLM
Connect AI to your systems through MCP and secure APIs
Model Context Protocol servers and governed APIs that let assistants read and act on ERP and database systems safely.
MCP · REST · OAUTH 2.0 — MCP · FASTAPI · OAUTH 2.0 · REST
Build the dashboards, microservices and telemetry to run it all
Superset dashboards, Python microservices and agentless telemetry, so the whole estate is observable and automated.
SUPERSET · FASTAPI · 80+ HOSTS — SUPERSET · FASTAPI · PARAMIKO · DOCKER
Currently working on
Odoo v18 → v19 upgrade
PostgreSQL HA on Patroni
MCP servers for ERP data
Server‑load forecasting
Superset KPI dashboards
Technology
Python — LANGUAGE · HUBEvery service, migration layer, automation utility and model pipeline for 6+ years. The language the rest of the system is wired with.
Odoo — ERP PLATFORMv10 through v19 across 20+ organizations: custom modules, 5+ major OpenUpgrade migrations, hardware, payment and government integrations.
Django · FastAPI — FRAMEWORKSStandalone applications, async microservices and model serving where the ERP is the wrong shape.
Flask — FRAMEWORKThin, token‑secured bridges between desktops, scanners and the ERP.
PostgreSQL — DATABASE · HAPatroni HA clusters, synchronous streaming and logical replication, WAL archiving, PITR, failover testing, capacity planning — and a 130 → 55 GB zero‑loss migration.
AI / ML — INTELLIGENCE · MCPTensorFlow and scikit‑learn models for forecasting and early warning, OCR and vision‑language pipelines, MCP connections that let assistants act on ERP and database systems.
Flutter — MOBILEA 13‑screen iOS/Android portal on an on‑premise backend, 300+ concurrent users.
NGINX — EDGEReverse proxy and DMZ so that mobile traffic can reach a locked‑down cluster safely.
Docker · Cloud — RUNTIME · AWS / AZURE / GCPContainerised deployments and CI/CD for every service above, on‑premise and across three clouds; a Dockerized framework serving 3,000+ users.
Linux — HOSTSUnix/Linux administration and Bash/Python automation across 80+ monitored servers; 60% less manual intervention.
Work experience
Software Engineer · full‑stack, data, AI & infrastructure — Abu Dhabi School of Management
JUL 2025 – PRESENT · ABU DHABI
Odoo v13 → v19 (13 GB, ~80 addons); the 130 → 55 GB zero‑loss PostgreSQL migration; 24×7 database HA with synchronous replication and PITR; student early‑warning and revenue‑forecasting models; the Flutter student portal; Ministry of Education API; database encryption and DBA automation (−60% manual work).
System Engineer — Tata Consultancy Services
FEB 2023 – JUN 2025 · TRIVANDRUM
Multi‑TB PostgreSQL/MSSQL clusters on Patroni HA (+68% query performance); telemetry for 80+ environments at <3 s; a Dockerized AI‑driven Odoo framework for 3,000+ global users; OAuth 2.0 integration layer; L2/L3 database escalations and capacity planning.
Software Developer — Akira Software Solution
JAN 2021 – FEB 2023 · TRIVANDRUM
Odoo v10 → v16 migration of a 54 GB database and 42 custom addons in a 3.8‑hour window; OpenCV/OCR module inside Odoo; Cybersource and Paytm payment integrations; a hotel & restaurant e‑commerce system; mentoring junior developers.
Junior Software Developer — Zewia Software Solutions
MAR 2020 – JAN 2021 · TRIVANDRUM
Python against PostgreSQL and MySQL; Flask web applications, functional requirement and database design; automation scripts with Python, VBA and Jiffy.ai that cut manual effort by 50%.
Selected work
AI & Machine Learning
Predictive infrastructure & database performance analytics — Servers and database hosts covered by forecasts that feed capacity planning and alerts. TENSORFLOW · PANDAS · PYTHON · POSTGRESQL TELEMETRY
Intelligent project cost & BOQ estimation — Decision‑support estimates grounded in completed projects instead of blank spreadsheets. PYTHON · SCIKIT‑LEARN · PANDAS · ODOO
Vision‑language image‑to‑text system — Images converted to structured text for search, records and automation. LLAMA 3.2 VISION · PYTHON · FASTAPI
Predictive student success — early‑warning system — Data‑driven student lifecycle management and earlier intervention. PYTHON · SCIKIT‑LEARN · PANDAS · ODOO SIS
Financial revenue forecasting — Forecast accuracy on monthly institutional revenue and collections. PYTHON · PANDAS · XGBOOST
OCR & multilingual document automation — Document preparation time, with fewer manual‑entry errors. OPENCV · OCR · PYTHON · ODOO · DOCKER
Enterprise & ERP
Odoo version migration & upgrade engineering — Major Odoo migrations delivered, each with data integrity verified. ODOO v10–v19 · OPENUPGRADE · PYTHON · POSTGRESQL
Enterprise ERP engineering & business systems — Organizations and business environments supported, across nine industries. ODOO · PYTHON · POSTGRESQL · CYBERSOURCE · PAYTM
Ministry of Education API integration — Regulatory reporting automated end to end. ODOO · PYTHON · REST
Student portal mobile application — Concurrent users, designed, built and deployed single‑handedly. FLUTTER · ODOO · NGINX · POSTGRESQL 14
AI‑driven enterprise automation framework — Global users served; document preparation time cut by 80%. ODOO · DOCKER · PYTHON · OAUTH 2.0
Database & Infrastructure
High‑availability database infrastructure — Designed for high availability and near‑zero data‑loss recovery objectives in synchronous configurations. POSTGRESQL · PATRONI · MYSQL · ORACLE · WAL · PITR
Zero‑downtime 130 GB PostgreSQL migration — 130 GB → 55 GB with zero data loss for this migration; faster backups and RTO. POSTGRESQL · LOGICAL REPLICATION · PYTHON · NFS
Multi‑TB database performance engineering — Query performance improvement on multi‑TB clusters within SLA. POSTGRESQL · MSSQL · PATRONI · AWS S3 GLACIER
Automation & Platforms
Python server automation & microservices — Manual intervention in routine infrastructure operations, with far shorter execution time. PYTHON · FASTAPI · PARAMIKO · LINUX · DOCKER
Enterprise real‑time analytics platform — Decisions made from continuously refreshed enterprise data. APACHE SUPERSET · SQL · PYTHON · POSTGRESQL
Real‑time server telemetry system — Metric latency; 75% faster incident response. PYTHON · PARAMIKO · WMI · MICROPYTHON · ODOO
Cross‑platform hardware integration suite — Direct scan‑to‑ERP on Windows and Linux desks. PYTHON 3.11 · FLASK · PYWIN32 · SANE · ODOO
Organizations supported
Abu Dhabi School of Management (HIGHER EDUCATION · UAE)
Tata Consultancy Services (ENTERPRISE IT · GLOBAL)
Akira Software Solution (SOFTWARE · ODOO)
Numeric Networks (NETWORK SERVICES)
MI College (EDUCATION)
Petrosafe (INDUSTRIAL SAFETY)
Lighting Technologies India (MANUFACTURING)
Azinova (TECHNOLOGY)
PromptTech (SOFTWARE SERVICES)
BBQ Hut (RESTAURANTS · POS)
Arkan Clinic (HEALTHCARE)
LogoClub (BRANDING · E‑COMMERCE)
Impact
6+ — Years of professional software engineering, since March 2020.
5+ — Major Odoo migrations delivered — v10 → 16, v13 → 18, v18 → 19.
20+ — Organizations supported with end‑to‑end ERP engineering.
55 GB — Production PostgreSQL after a zero‑loss major‑version migration.
3000+ — Global users on a Dockerized enterprise automation framework.
300+ — Concurrent users on a mobile app built and deployed alone.
80+ — Environments monitored with 120+ infrastructure metrics each.
<3 s — Telemetry latency; 75% faster incident response.