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Appiness Interactive Pvt. Ltd. logo
Senior AI Engineer
Appiness Interactive Pvt. Ltd.'s logo

Senior AI Engineer

S Suriya Kumar's profile picture
Posted by S Suriya Kumar
3 - 7 yrs
₹5L - ₹40L / yr
Remote only
Skills
Large Language Models (LLM)
Retrieval Augmented Generation (RAG)
skill iconAmazon Web Services (AWS)
skill iconPython
TypeScript
Llama
Artificial Intelligence (AI)
AWS Bedrock
Prompt engineering

Company Description

Appiness Interactive Pvt. Ltd. is a Bangalore-based product development and UX firm that specializes in digital services for startups to fortune-500s. We work closely with our clients to create a comprehensive soul for their brand in the online world, engaged through multiple platforms of digital media. Our team is young, passionate, and aggressive, not afraid to think out of the box or tread the un-trodden path in order to deliver the best results for our clients.

We pride ourselves on Practical Creativity where the idea is only as good as the returns it fetches for our clients.


Position Overview:

We are seeking a Senior AI Engineer with deep LLM expertise to design and implement advanced multi-agent AI systems, RAG pipelines, and AI infrastructure as part of an early engineering team.


Key Responsibilities:

● Build multi-agent AI systems orchestrating complex workflows and intelligent automation

● Develop advanced RAG pipelines with hybrid search capabilities using vector and keyword-based retrieval

● Design prompt engineering frameworks ensuring consistent, high-quality outputs across multiple LLMs such as Claude, GPT, and Qwen

● Create context management systems, optimizing token usage and maintaining conversation coherence

● Fine-tune models specialized for domain-specific knowledge and terminology

● Implement vector search infrastructure leveraging OpenSearch for semantic similarity and knowledge retrieval

● Develop LLM evaluation frameworks with automated quality metrics and regression testing

● Work on orchestration with LangChain for autonomous decision-making and task delegation

● Implement advanced prompt engineering, including chain-of-thought and tree-of-thought reasoning

● Optimize context windows for long-form content generation and multi-turn conversations

● Build hybrid retrieval systems combining dense and sparse search with intelligent ranking

● Fine-tune models using PEFT techniques for domain adaptation

● Implement cost optimization through model routing, caching, and token management

● Collaborate with AI and backend teams to integrate AI systems into production environments

● Establish engineering standards for AI platform development


Required Skills:

● 3-5+ years building production AI systems

● 2+ years focused on LLM applications

● Production experience with Amazon Bedrock or similar managed LLM services

● Expert-level prompt engineering

● Context window and memory management for long conversations

● RAG development and vector search expertise using OpenSearch or similar databases

● Fine-tuning models such as Llama or Mistral using LoRA and QLoRA

● LangChain expertise for custom chains, agents, and tools development

● Proficiency in Python and TypeScript

● Experience with the AWS ecosystem and managed services

● API design for LLM services with SSE streaming support

● Testing strategies for non-deterministic AI systems

● Security awareness, including prompt injection prevention and data privacy


Preferred (Bonus) Skills:

● Experience with CrewAI or similar multi-agent frameworks

● Knowledge of supervisor, collaborative, and competitive agent patterns

● Familiarity with LangGraph for workflow orchestration

● Experience with Axolotl or similar fine-tuning frameworks

● Knowledge graph integration

● Experience with Pulumi for infrastructure as code

● Experience with microservices architecture and K8s

● Familiarity with NestJS and FastAPI frameworks

● Experience with PostgreSQL, Prisma ORM, and Redis caching

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Shubham Vishwakarma

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About Appiness Interactive Pvt. Ltd.

Founded :
2011
Type :
Product
Size :
100-500
Stage :
Bootstrapped

About

We are a Bangalore based Product Development and UX firm specializing in Digital Services for the whole spectrum, from startups to fortune-500’s. We do not redefine anything or reinvent the wheel.We work closely with startups to create their product and help it get of the ground, and continue support in scaling up strategies and technologies. For our blue-chip clients we bring in to the table our vast experience in bleeding edge technology and pleasurable UX.We create a comprehensive soul for a brand in the online world. We create digital products that infiltrates the public realm and engages the targeted customers of our clients all over the globe through a multiple platforms of Digital Media, including web, mobile and wearables.We have a young, passionate and aggressive team who are not afraid to think out of the box or tread the un-trodden path in order to deliver the best result for our clients. We call it Practical Creativity, where the belief is that the idea is only as good as the returns it fetches for our clients. We are not here to create immortal art; we are here to generate revenue for our clients. We believe in a dynamic and meaningful conversation between our clients and their customers for which we facilitate a medium.
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