Muhammad Ammar

Backend Engineer | AI/ML

Karachi, Pakistan
Muhammad Ammar

About Me

I focus on building backend systems that power meaningful experiences. My work revolves around designing APIs, managing data, and ensuring applications scale efficiently under pressure. I thrive on solving challenging technical problems and continuously learning new tools. Off the clock, I enjoy gaming, tech exploration, and investment strategies.

Skills

Languages
GolangGolang
JavaScriptJavaScript
TypeScriptTypeScript
PythonPython
SoliditySolidity
CC
JavaJava
DartDart
SQLSQL
Technologies
Rest/GraphqlRest/Graphql
gRPCgRPC
ProtobufsProtobufs
ServerlessServerless
DockerDocker
KubernetesKubernetes
Github ActionsGithub Actions
BitbucketBitbucket
AsanaAsana
JiraJira
Frameworks/Libraries
Next.jsNext.js
gRPC (HTTP/2)gRPC (HTTP/2)
GinGin
ExpressExpress
FlutterFlutter
QUIC (HTTP/3)QUIC (HTTP/3)
MqttMqtt
Lang ChainLang Chain
Databases
OracleOracle
PostgreSQLPostgreSQL
MongoDBMongoDB
RedisRedis
PineconePinecone

Work Experience

  • Developed integrations with cBroker WebService API (REST) and ManagerAPI (Protobufs) to monitor 2,000+ traders' active balances concurrently in Golang, enabling real-time banning and liquidation of open positions.
  • Designed and implemented APIs to retrieve trader information from cBroker APIs for the internal dashboard.
  • Provisioned and managed AWS infrastructure using AWS CDK, ensuring scalable and reliable deployment environments.

Projects

Flomny - Final Year Project

Flomny - Final Year Project

GolangGolangPythonPythonLangGraphLangGraphNext.jsNext.jsGeminiGemini
  • A SaaS platform offering Zapier-like workflow automation enables complex integrations across services such as Gmail, Slack, and Discord, while uniquely supporting automatic generation and scheduling of custom backend integrations alongside public and private ones. It is built on a microservice architecture using Golang for lightweight, high-concurrency APIs and Python for multi-agent workflows with LangGraph and code generation, leverages efficient smaller LLMs like Gemini-2.5-Flash, and provides a responsive Next.js web application interface.
Synthetic Brain MRI with Gen AI

Synthetic Brain MRI with Gen AI

PythonPythonDeep LearningDeep LearningOpenCVOpenCVKaggleKaggleMONAIMONAI
  • A neuroimaging research project exploring the transition from brain tumor segmentation to generative AI for synthetic brain MRI generation. The work begins with deep learning–based tumor segmentation and pivots to addressing data scarcity and privacy challenges using Variational Autoencoders (VAEs) and Wasserstein GANs (W-GANs). The resulting synthetic MRIs demonstrate strong potential for data augmentation and improving the robustness of downstream tasks such as tumor detection and segmentation.
OpenFlare – Open-Source Web Security

OpenFlare – Open-Source Web Security

PythonPythonMachine LearningMachine LearningNgrokNgrokDockerDocker
  • OpenFlare is an open-source network security platform featuring a proxy server integrated with a machine learning (ML) model and Redis cache. The proxy handles concurrent client requests, while the ML model classifies packets as malicious or benign in real-time. Redis blocks IPs linked to malicious activity temporarily. The system logs packet data for analysis and model improvement, offering scalable DDoS detection and threat mitigation. It emphasizes server-side security through ML-driven filtering, IP blocking, and efficient packet forwarding, and runs on Docker for flexible deployment.
Pine Token - Startup (2021)

Pine Token - Startup (2021)

SoliditySolidityERC20ERC20Web3Web3ReactReact
  • A blockchain-based project involving the creation and launch of an ERC20 token that raised $21,000 through an ICO, complemented by a farming game designed to provide real token utility and adopted by 30% of token holders. The project focused on driving long-term engagement and sustained on-chain activity beyond speculative use. It showcased hands-on experience in smart contract development, tokenomics design, and community-driven product adoption.

Have a project in mind?

Let's discuss and collaborate.

Get in touch