Xerago logo

Senior AI Full-Stack Developer

6 years

0 Lacs

chennai tamil nadu india

Posted:3 days ago| Platform: Linkedin logo

Apply

Skills Required

ai stack developer vision data ml fastapi flask react next.js security automate rollback versioning model drift monitoring tracking integration webhooks latency drive design tuning testing controls documentation tensorflow nltk engineering docker kubernetes github azure devops jenkins storage sql nosql redis retrieval aws gcp prototyping code communication governance audit

Work Mode

On-site

Job Type

Full Time

Job Description

Roles & Responsibilities:


  • Architect scalable AI solutions:

    Define end-to-end reference architectures (LLM/RAG, NLP, vision, agentic workflows) that move cleanly from

    DemoBytes → POC → MVP → Demoable → Production

    .

  • Own full-stack delivery:

    Build features across data/ML, backend APIs/services (FastAPI/Flask), and lightweight UIs (React/Next.js) for demoable, user-ready outputs.

  • Rapid prototyping:

    Stand up POCs in days; harden validated solutions into MVP and production with incremental quality/security gates.

  • MLOps & platformization:

    Implement CI/CD/CT for models, datasets, prompts; automate evals, canary/rollback, versioning, model/data drift monitoring, and experiment tracking (W&B/MLflow).

  • Integration & interoperability:

    Embed AI into existing products and workflows via APIs, queues, SDKs, and webhooks with clear SLAs and observability.

  • Operate what you build:

    Instrument services, track p95 latency/availability/cost, and drive continuous improvement post-launch.

  • Mentor & uplift:

    Coach engineers on best practices (prompting, vector design, evals, latency/cost tuning, secure data handling).

  • Release cadence:

    Maintain

    monthly demo releases

    and

    production releases every two months

    with ALM-driven governance.

  • Ethical AI & compliance:

    Apply privacy-by-design, bias testing/mitigation, model cards, auditability, and data protection controls; ensure documentation in ALM.

  • Trendwatching:

    Track state-of-the-art AI (models, toolchains, infra) and pragmatically incorporate breakthroughs into roadmaps.


Qualifications:


  • 4–6 years

    delivering AI/ML features

    to production

    with fast

    POC → MVP → Production

    cycles.
  • Strong ML/DL fundamentals; hands-on with

    PyTorch

    and/or

    TensorFlow/Keras

    ; LLMs (prompting, fine-tuning/LoRA), RAG patterns, and evaluation.

  • Python

    proficiency; scikit-learn, spaCy/NLTK;

    Hugging Face

    (Transformers/Datasets/PEFT); familiarity with

    YOLO

    /FastAI (role-relevant).
  • Backend engineering for production (FastAPI/Flask), auth, caching, testing; practical

    React/Next.js

    for demoable UIs.

  • MLOps:

    Docker/Kubernetes, CI/CD (GitHub Actions/Azure DevOps/Jenkins), experiment tracking (

    Weights & Biases

    /MLflow), monitoring (Prometheus/Grafana/OpenTelemetry).
  • Data & storage: SQL/NoSQL (Postgres, Redis), object stores; vector DBs (FAISS/Milvus/pgvector) and retrieval design.
  • Cloud: AWS/Azure/GCP with cost/latency/performance trade-off literacy.

  • AI productivity tools (required):

    Cursor, Windsurf, Claude, Copilot

    for accelerated prototyping, code gen/review, and prompt workflows.
  • Effective communication; crisp documentation and governance in ALM.
  • Working knowledge of ethical AI and

    data protection

    (PII handling, access controls, audit trails).

More Jobs at Xerago

Motion Graphics Artist & AI-Driven Video Editor

Chennai, Tamil Nadu

Experience: Not specified

|

Salary: Not disclosed

Java Developer

Chennai, Perungudi

3 - 5 yrs
|

INR 5 - 7 Lacs

Sales Manager

Chennai

5 - 7 yrs
|

INR 7 - 9 Lacs

Java Developer

Chennai

3 - 5 yrs
|

INR 7 - 8 Lacs

UI/UX Designer

Chennai

2 - 4 yrs
|

INR 4 - 6 Lacs

Mock Interview

Practice Video Interview with JobPe AI

Start DevOps Interview
cta

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.

Job Application AI Bot

Job Application AI Bot

Apply to 20+ Portals in one click

Download Now

Download the Mobile App

Instantly access job listings, apply easily, and track applications.

Google Play App Store
coding practice

Enhance Your Skills

Practice coding challenges to boost your skills

Start Practicing Now
Xerago logo
Xerago

Marketing Analytics

Chennai

RecommendedJobs for You

Xerago logo

Senior AI Full-Stack Developer

Xerago

chennai, tamil nadu, india

Xerago logo

Senior AI Full-Stack Developer

Xerago

chennai, tamil nadu, india