Sergiu Vlad — Senior Software Engineer

SV_OS / SENIOR SOFTWARE ENGINEER AVAILABLE FOR SELECT ENGAGEMENTS

I engineer secure systems for the hard part: production ML, cloud infrastructure, data platforms, and products that have to work beyond the demo.

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FIELD TIME: 15+YEARS
CORE SIGNAL: ML/ CLOUD / SEC
OPERATING RANGE: 3CLOUDS
DELIVERY MODE: E2ESHIP IT

ENTER MISSION BOARD

PRODUCTION ML SECURE CLOUD DATA PLATFORMS INFRASTRUCTURE AS CODE FULL-STACK DELIVERY AMBIGUITY → SHIPPED SYSTEMS

01 / MISSION BOARD

WHAT I SOLVE

Complex systems rarely arrive as clean specifications. I turn ambiguity into an architecture, a working product, and an operational path that survives contact with production.

MISSIONS: 06
YEARS: 15+
CLOUDS: 03
STATUS: READY

MISSION / 01

Enterprise Data Platforms

Secure data lakes, access orchestration, internal platforms, and automation designed for real enterprise constraints.

AZURE
DATABRICKS
PULUMI
FASTAPI

MISSION / 02

LLM Applications & MLOps

From ingestion and retrieval to model tuning and observability—AI workflows engineered to create measurable leverage.

LANGCHAIN
OPENAI
AWS
ETL

MISSION / 03

Full-Stack Product Engineering

APIs, interfaces, payments, analytics, and testing connected into products people can trust and teams can evolve.

FLASK
VUE
TYPESCRIPT
PAYMENTS

MISSION / 04

DevOps, CI/CD & Infrastructure

Repeatable delivery systems, containerized services, and infrastructure as code with security built into the path.

DOCKER
TERRAFORM
AZURE DEVOPS
CI/CD

MISSION / 05

Reverse Engineering & Security

Deep Linux and systems experience applied to understanding failure modes, reducing attack surface, and rebuilding better.

LINUX
BASH
SECURITY
RESEARCH

MISSION / 06

Web for Organizations

Custom platforms for EU organizations and NGOs where performance, maintainability, and operational simplicity matter.

WORDPRESS
PHP
LARAVEL
PLATFORM OPS

02 / FIELD LOG

EXPERIENCE

A record of systems shipped across automotive, security media, privacy products, telecommunications, and the open web.

ACTIVE RANGE 2010—2026 07 RECORDED ASSIGNMENTS

LOG / 072024—2026

SYSTEMS IN FIELD

GLOBALLOGIC → MERCEDES-BENZ AG

Senior Software Engineer / DevOps

Built and operated Azure Data Lake capabilities for eXtollo: storage and access management, custom orchestration with Pulumi, FastAPI services, Databricks integrations, and CI/CD pipelines.

AZURE
DATABRICKS
PULUMI
FASTAPI
DOCKER

LOG / 062024—2025

MISSION COMPLETE

ISMG → BANKINFOSECURITY

Senior Software Engineer / MLOps

Engineered internal LLM applications with LangChain, embeddings, retrieval and OpenAI integrations; tuned local models and built resilient ETL pipelines for editorial workflows.

AWS
LANGCHAIN
OPENAI
DAGSTER
MELTANO

2018—2023

Senior Full-Stack Developer

Legalcom Group · TermsFeed / PrivacyPolicies

Flask APIs, Vue products, payments, analytics, SQL/NoSQL, Firebase, and Cypress tests at scale.

FLASK
VUE 2
TYPESCRIPT
CYPRESS

2020—2021

Senior Frontend Developer

Augnet · United Kingdom

High-performance Nuxt/Vue application, REST integrations, security-minded delivery, and test-driven development.

NUXT
VUE 2
REST
TDD

2013—2023

Senior Full-Stack Consultant

EU organizations, NGOs, Web3 / DeFi

Custom themes, plugins, platforms, and secure deployments for organizations with long-lived missions.

WORDPRESS
LARAVEL
PHP
PLESK

2012—2013

Middle Backend Developer

BMR Soft · Avanticart

Custom e-commerce modules and themes, code reviews, and collaborative Agile delivery.

PHP
JAVASCRIPT
CSS
ECOMMERCE

2010

Junior Backend / Frontend Developer

Mediatic

Web applications and scrapers in PHP, early Python automation, and front-end foundations.

PHP
PYTHON
JQUERY
CSS

03 / CAPABILITY MATRIX

CORE STACK

Broad enough to own the whole path, deep where production gets hard. Tools change; systems thinking, operational judgment, and delivery stay.

CHANNELS04

PRIMARYPY

CLOUDAZ / AW / GC

CHANNEL / AAPPLICATION LAYER

Languages & Frameworks

Backend depth with enough frontend range to carry a product from system boundary to final interaction.

PYTHON
FASTAPI
FLASK
TYPESCRIPT
VUE
NUXT
ANGULAR
PHP
LARAVEL
WORDPRESS

CHANNEL / BINTELLIGENCE LAYER

Cloud, Data & ML

Data foundations, model-enabled workflows, and cloud systems designed for scale, access, and change.

AZURE
DATABRICKS
AWS
GCP
LANGCHAIN
OPENAI
DAGSTER
MELTANO
MYSQL
COCKROACHDB

CHANNEL / COPERATIONS LAYER

DevOps & Quality

Delivery systems that make change repeatable, observable, testable, and less exciting at 03:00.

DOCKER
PULUMI
TERRAFORM
AZURE DEVOPS
CI/CD
TDD
LINUX
BASH
SECURITY

CHANNEL / DHUMAN LAYER

Communication & Ownership

Clear technical decisions, calm execution, and direct collaboration across teams, disciplines, and time zones.

ENGLISH C1
ROMANIAN NATIVE
MENTORING
ARCHITECTURE
DISCOVERY
DELIVERY

04 / PROJECT UPLINK

HAVE A HARD PROBLEM?

Send the context, the constraints, and what “working” needs to mean. I’ll bring architecture, implementation depth, and the judgment to move it toward production.

Book a discovery call Review the CV

SV_UPLINK v15.0 SECURE CHANNEL

> PROFILE.STATUS

AVAILABLE_FOR = ["ENTERPRISE", "PRIVATE", "SELECT_COLLABORATIONS"]

> PROFILE.PREFERRED_INPUT

CONTEXT + CONSTRAINTS + DESIRED_OUTCOME

> PROFILE.RESPONSE_WINDOW

TYPICALLY_WITHIN = "24–48 HOURS"

ENCRYPTION · HUMAN LATENCY · LOW BS · NONE

05 / OPEN CHANNELS

CONTACT

Remote-first from Cluj-Napoca, available on-site when the mission needs it. Choose the channel that gets us to the useful conversation fastest.

SERGIU VLADSENIOR SOFTWARE ENGINEER

PRIMARY / ASYNC

Email

me@sergiuvlad.com

DIRECT / VOICE

Phone

+40 745 100 030

NETWORK / PROFILE

linkedin.com/in/netics

BASE / UTC+2 · UTC+3

Cluj-Napoca

Romania · remote-first · on-site ready