open to work · karachi, pk
Syed Muhammad Hassan

AI & MLDeveloper& Researcher

I build multi-agent applications, retrieval systems, and explainable computer vision. As co-founder of AgenticEra Systems, I connect machine learning research with practical, deployed products.

whoami.sh
›universityZiauddin University
›degreeBS CS · 6th Semester
›cgpa3.2 / 4.0
›certifiedGenAI Developer
›expertiseAgentic AI · Computer Vision
›brandAgenticEra Systems
›locationKarachi, Pakistan
$status: active▋
Agents
AI workflows
Vision
ML research
Products
Full-stack AI
02 · Selected work

From ideas to working systems

Multi-agent applications, retrieval workflows, and computer vision research — with live products and repositories to explore.

10 projects shown for All.

Featured applications · 4

Agentic AILive · Capstone
Ustaad application preview

Ustaad

A Gemini 3.1-powered career intelligence platform for Pakistani technology graduates, combining five specialized agents with mock interviews and downloadable career reports.

Engineering focus

Multi-agent orchestration, streaming workflows, and report generation.

Kaggle × Google AI Agents Capstone.

Co-submitter: Abdul Mannan Fazlani

Gemini 3.1 Flash LiteFastAPISSESupabaseSerper.devReportLabPM2/Nginx
Agentic AILive · Production
AgenticEra Studio application preview

AgenticEra Studio

A multi-agent workspace for research, planning, and document analysis. Specialized agents coordinate through LangGraph, with retrieval-augmented generation and live response streaming.

Engineering focus

Agent coordination, document retrieval, and full-stack application delivery.

AgenticEra Systems · AI application development.

LangGraphFastAPIGemini 3.1Next.jsSupabaseCloudflare R2
Agentic AIv4 · Open Source
Zauq application preview

Zauq

An agentic Discord assistant with multi-provider model routing, web research, and optional semantic memory. Its v4 runtime integrates MCP tools and sandboxed code execution, with approval controls for actions that modify external systems.

Engineering focus

Bounded agent orchestration, scoped MCP access, and isolated Docker execution.

Version 4 · Model Context Protocol (MCP) tool integration.

FastAPIdiscord.pyMCPMulti-Provider LLMsDocker SandboxSupabase / pgvectorOllamaSerper.devRAG
Zero-Shot AILive · Production
ClusterShot application preview

ClusterShot

An event photography platform that groups photos by identity and helps attendees find their images using a selfie. Face embeddings, semantic search, and vector retrieval connect the workflow.

Engineering focus

Face clustering, vector search, and end-to-end product deployment.

Independent project · Product development and deployment.

InsightFaceFastAPIpgvectorDBSCANNext.jsSupabase
Research highlight

X-Pathology: explainable vision research

From baseline CNNs to a calibrated CTransPath transformer, with visual explanations and a documented progression of tissue and MRI models.

97.33%

Reported accuracy

0.9615

Reported macro F1

CRC-VAL-HE-7K

Evaluation benchmark

CTransPath repository & evaluation

More engineering & research · 5

03 · Experience

Building at AgenticEra Systems

Turning AI concepts into applications through hands-on engineering, research, and product development.

January 2026 — Present

Co-founder & AI Developer

AgenticEra Systems · Karachi, Pakistan

Visit AgenticEra
  • Lead AI application development across agent orchestration, retrieval, and computer vision workflows.
  • Build and deploy full-stack applications with FastAPI, Next.js, Supabase, and cloud infrastructure.
  • Connect model development, evaluation, and deployment to practical product requirements.
/// TECH STACK & TOOLBOX
04 · Skills

The tools behind the work

A practical stack for model development, agent orchestration, MCP integrations, retrieval systems, and application delivery.

Deep Learning
TensorFlowKerasPyTorchCTransPathSwin TransformerGrad-CAM++Temperature ScalingCNNsRNNsEfficientNetFaceNetYOLO11
GenAI & Agentic Systems
Gemini 3.1google-genai SDKLangGraphLangChainMCP (stdio / HTTP)Tool CallingMulti-Agent OrchestrationMulti-Provider RoutingSemantic MemoryOllamaLiteLLMGroqSerper.devRAG ArchitecturePrompt Engineering
Backend & Infrastructure
FastAPIAsync PythonDocker SandboxingDocker Composediscord.pySupabase / PostgreSQLpgvectorSSE StreamingTool AuthorizationLLM ObservabilityCloudflare R2Upstash RedisPM2 / NginxHugging Face SpacesREST APIsPython
ML & Data Science
Scikit-learnNumPyPandasDBSCANInsightFaceContrastive LearningLabel SmoothingClass WeightingGradient Clipping
Frontend
Next.jsReactTailwind CSSTypeScriptStreamlitReact Three Fiber
Tools & Platforms
GitGitHubGitHub ActionsJupyterVercelHugging FaceGoogle ColabLinux
/// HONORS & CERTIFICATIONS
05 · Achievements

Learning, backed by practice

Professional credentials in AI and deep learning, alongside hackathon recognition. Explore all 21 certificates and badges below.

Hackathons & Recognition
7th / 200+ teams — AI Seekho 2026 Google Antigravity National Hackathon, Karachi Regional Finalists
Regional Finalist2026
Kaggle × Google 5-Day AI Agents Intensive Vibe Coding Capstone
Badge Earned2026
Featured Credentials21 Total

3 featured credentials · 21 certificates and badges available

06 · Contact

Let’s build something meaningful.

Open to AI engineering opportunities, freelance projects, and research collaborations. Email or LinkedIn is the best place to start.

Code, models & community

Available for collaboration

From a clear problem to a working product.

I work across model development, AI application engineering, and deployment. Share your goals, constraints, and the outcome you want to achieve.

  • AI agents and retrieval-augmented applications
  • Computer vision and model evaluation
  • Full-stack AI development and deployment
  • Research, benchmarking, and experimentation
Start a conversation ↗