AI/ML & software developer · Vaniyambadi, India

I teach machines
to see▍

I build Generative AI apps, LLM chatbots, RAG pipelines and computer vision systems — then wrap them in full-stack products with Python, FastAPI and React.

boring & accurateunhinged
See my work → Download CV ↓
MS
model: sufiyan-v1.0 open to work

↳ 1+ year shipping AI to production

PythonFastAPILangChainOpenAI APIAnthropic APIHugging FaceYOLOv8OpenCVDeepFaceONNX RuntimePineconeVertex AIPyTorchscikit-learnXGBoostReactFlutterDartDjangoMySQLMongoDBDockerNginxLinux

about

AI/ML engineer who ships to production.

Hover these words — they pay attention to each other.

I build models that see, products that bill and agents that answer — then deploy them where real users break them.

From a CCTV pipeline that reads a shop floor in under 120 ms per frame, to a gold billing system running in 39 jewellery stores, I like owning things end to end: requirements, model, API, UI, Docker, Nginx, done.

  1. 2021
    B.Tech, Information TechnologyC. Abdul Hakeem College of Engg. & Tech · CGPA 8.1/10
  2. 2025
    Software Developer · Alphabit TechnologiesChennai (Hybrid) · LLMs, CV, edge AI
  3. 2026
    Software Developer · DFX SolutionsRemote · gold billing for jewellers
  4. Now
    Looking for the next hard problemGenAI · agents · computer vision

eval metrics

Numbers I'm weirdly proud of.

0

jewellery shops running my billing system

~0%

less manual billing time

0%

faster chatbot query resolution

<0ms

per CCTV frame, real-time

0%

less manual entry with the ISBN scanner

0+

images I labelled myself (yes, by hand)

experience

Where I've been training.

DFX Solutions

Software Developer · 3-month contract · Remote

Aug 2026 – Oct 2026
  • Built a gold billing system for jewellers — GST invoices, weight, purity, making charges, old-gold exchange and stock — used by 39 shops.
  • Designed customer savings schemes (monthly gold plans) with automatic instalment tracking, reminders and maturity calculation.
  • Built customer ledger, reports, PDF bill printing and user roles with Python, FastAPI, React & MySQL — ~60% less manual billing time.
  • Owned the product from requirements to deployment, working directly with the client.
FastAPIReactMySQLDockerNginx

Alphabit Technologies

Software Developer · Chennai (Hybrid)

Jun 2025 – May 2026

Tap a card to flip it ↻

projects

My work, as an embedding space.

Every dot is something I built. Hover to see its nearest neighbours, click to open it.

side project shipped at work
01

Multi-Agent RAG Orchestration Framework

A RAG system that routes each question to the right specialised AI agent. Works with OpenAI GPT-4 and open-source models, with Pinecone and GCP vector backends. Answer quality measured with RAGAS (faithfulness & answer relevancy).

FastAPILangChainPineconeGCPRAGAS
View on GitHub ↗
02

AI-Powered Career Visualizer

Matches users to career paths using sentence-transformer embeddings, adds LLM-generated insights, and draws interactive D3.js career maps.

PythonDjangoReactD3.jsEmbeddings
View on GitHub ↗
03

Injury Time — Transfer Value & Match Predictor ⚽

Multi-season player stats from football-data.org feed a Linear Regression that predicts transfer value from goals, assists, minutes, age and position. A Random Forest / XGBoost model predicts Premier League win / draw / loss from form, shots, possession and home advantage.

Pandasscikit-learnXGBoostMatplotlib
View on GitHub ↗

playground · runs in your browser

Don't take my word for it — run a model.

The same kind of object detection behind my CCTV and waste-sorting work, running live in this tab with TensorFlow.js. Nothing is uploaded anywhere.

◎

Pick a source to start detecting →

objects—
inference—
modelCOCO-SSD

    80 everyday classes (person, bottle, laptop, cup, phone…). Try holding up your phone or a mug.

    skills

    The toolbox.

    Generative AI & LLMs

    RAGAI AgentsMulti-Agent SystemsPrompt EngineeringOpenAI APIAnthropic APILangChainTransformersEmbeddingsSemantic SearchVector DBsRAGAS

    Computer Vision

    Object DetectionImage ClassificationOCR (Tesseract)YOLOv5/v8OpenCVDeepFaceONNX RuntimeEdge AI

    ML & NLP

    Deep LearningNLPRegressionClassificationRandom ForestXGBoostFeature Engineeringscikit-learnPyTorchPandasModel Evaluation

    Backend & Web

    PythonSQLJavaScriptFastAPIFlaskDjangoREST APIsReact.jsGoogle Sheets API

    Data, Cloud & Tools

    MongoDBMySQLPineconeGCPVertex AI Vector SearchDockerLinuxNginxGit

    also ships → Flutter · Dart · Riverpod see side quests ↓

    side quests · flutter

    Side quests.

    When I'm not training models, I ship Flutter apps — usually ones that move data into the pipelines I build. Hover a phone to flip through its screens, tap it for the full story.

    live from github

    Commits don't lie.

    loading contributions… @Mohammed-Sufiyan ↗
    lessmore

    Recently pushed

    interactive

    Or just ask the terminal.

    sufiyan@portfolio: ~

    Type help to see commands. Try hire.

    ❯

    work with me

    Let's build something smart.

    Open to AI/ML, GenAI and full-stack roles — remote or on-site. My inbox is a low-latency endpoint.

    Send an email ↗

    …or drop a message right here (it lands straight in my inbox)