700000 - 2000000 INR - Yearly
Information Technology
Full-Time
Lalitech
Overview
Location: Hybrid/ Remote
Type: Contract / Full‑Time
Experience: 5+ Years
Qualification: Bachelor’s or Master’s in Computer Science or a related technical field
Responsibilities
Type: Contract / Full‑Time
Experience: 5+ Years
Qualification: Bachelor’s or Master’s in Computer Science or a related technical field
Responsibilities
- Architect & implement the RAG pipeline: embeddings ingestion, vector search (MongoDB Atlas or similar), and context-aware chat generation.
- Design and build Python‑based services (FastAPI) for generating and updating embeddings.
- Host and apply LoRA/QLoRA adapters for per‑user fine‑tuning.
- Automate data pipelines to ingest daily user logs, chunk text, and upsert embeddings into the vector store.
- Develop Node.js/Express APIs that orchestrate embedding, retrieval, and LLM inference for real‑time chat.
- Manage vector index lifecycle and similarity metrics (cosine/dot‑product).
- Deploy and optimize on AWS (Lambda, EC2, SageMaker), containerization (Docker), and monitoring for latency, costs, and error rates.
- Collaborate with frontend engineers to define API contracts and demo endpoints.
- Document architecture diagrams, API specifications, and runbooks for future team onboarding.
- Strong Python expertise (FastAPI, async programming).
- Proficiency with Node.js and Express for API development.
- Experience with vector databases (MongoDB Atlas Vector Search, Pinecone, Weaviate) and similarity search.
- Familiarity with OpenAI’s APIs (embeddings, chat completions).
- Hands‑on with parameters‑efficient fine‑tuning (LoRA, QLoRA, PEFT/Hugging Face).
- Knowledge of LLM hosting best practices on AWS (EC2, Lambda, SageMaker).
- Good understanding of RAG architectures, prompt design, and memory management.
- Strong Git workflow and collaborative development practices (GitHub, CI/CD).
- Experience with Llama family models or other open‑source LLMs.
- Familiarity with MongoDB Atlas free tier and cluster management.
- Background in data engineering for streaming or batch processing.
- Knowledge of monitoring & observability tools (Prometheus, Grafana, CloudWatch).
- Frontend skills in React to prototype demo UIs.
Similar Jobs
View All
1 Day ago
Data Analyst (Telugu Speakers)
AI & Machine Learning Advancement
- 1 - 20 Yrs
- Andhra Pradesh, Telangana, India
For thousands of years, maps have provided humans with the knowledge they need to make decisions. As a Maps Evaluator, you will have the opportunity to provide ground truth for your town, city or country.
At Peroptyx, we are looking for Data Ana...
1 Day ago
Technical Writer
Information Technology
- 1300000 - 1600000 INR - Annual
- 3 - 7 Yrs
- Pune
THE POSITION
We’re looking for a motivated, driven and collaborative Software Technical Writer that will be an integral member of a small software technical writing team. As a Technical Writer with my client, you will be working with multiple team...
2 Days ago
Morningstar - Senior Software Engineer - C#/.Net
Information Technology
Job DescriptionTitle : Senior Software EngineerLocation : Vashi, Navi MumbaiCompany : Morningstar is a leading provider of independent investment research in North America, Europe, Australia, and Asia. We offer a wide variety of products and solutio...
2 Days ago
Senior Cloud Engineer/Consultant Specialist
Information Technology
Job DescriptionSome careers shine brighter than others.If you’re looking for a career that will help you stand out, join HSBC, and fulfil your potential. Whether you want a career that could take you to the top, or simply take you in an exciting new...
2 Days ago
Sr. Software Engineer - 10268 - Ruby on Rails
Information Technology
Apply for this JobCoupa makes margins multiply through its community-generated AI and industry-leading total spend management platform for businesses large and small. Coupa AI is informed by trillions of dollars of direct and indirect spend data acr...
2 Days ago
Senior Manager, Appian Software Developer
Information Technology
Job DescriptionSenior Manager-Appian Software DeveloperThe Opportunity Based in Hyderabad, join a global healthcare biopharma company and be part of a 130- year legacy of success backed by ethical integrity, forward momentum, and an inspiring missio...
2 Days ago
Junior Scrum Master - Agile Methodologies
Information Technology
- Noida, Uttar Pradesh, India
Job Title: Agile Scrum Executive / Junior Scrum MasterExperience: 13 YearsLocation: Delhi / Gurgaon (On-site / Hybrid depending on company policy)Employment Type: Full-timeRoles And Responsibilities Assist the Scrum Master or Agile Coach in facilit...
2 Days ago
Senior JAVA Developer/Senior Consultant Specialist
Information Technology
Job DescriptionSome careers shine brighter than others.If you’re looking for a career that will help you stand out, join HSBC and fulfil your potential. Whether you want a career that could take you to the top, or simply take you in an exciting new ...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in