ADITYAN M SUNIL

ADITYAN M SUNIL

Associate Software Developer
India
English, Malayalam, Hindi

About Me

GenAI backend developer experienced in REST APIs, Microservices, databases, integrating LLM-powered functionality into real applications, and building reliable RAG systems. Proactive learner who continuously expands expe…

Experience

Associate Software Developer — AI

Abacies Logiciels Private Limited
Aug 2024 - Present · 1 year 11 months

Built production-grade RAG pipelines using Qdrant vector search and LangChain for accurate document retrieval.
Fine-tuned Gemma-2 models with LoRA/QLoRA on domain-specific dataset, improving LLM response relevance.
Designed LLM-powered AI agents for workflow automation and real-time communication cycles.
Integrated OpenAI, Claude, Shopify, Twilio and Freshdesk APIs for real-time data sync and automation.
Engineered async Celery-Redis pipelines for high-throughput AI workloads with low-latency request handling.
Built RESTful APIs with clean architecture — RBAC, JWT authentication and layered design.

Associate Software Developer — AI

Abacies Logiciels Private Limited, Kochi, Kerala · Kochi, India
Jul 2024 - Apr 2026 · 1 year 8 months

Built production-grade RAG pipelines using Qdrant vector search and LangChain for accurate document retrieval.Fine-tuned Gemma-2 models with LoRA/QLoRA on domain-specific dataset, improving LLM response relevance.Designed LLM-powered AI agents for workflow automation and real-time communication cycles.Integrated OpenAI, Claude, Shopify, Twilio and Freshdesk APIs for real-time data sync and automation.Engineered async Celery-Redis pipelines for high-throughput AI workloads with low-latency request handling.Built RESTful APIs with clean architecture — RBAC, JWT authentication and layered design.

Skills

PostgreSQL Python Problem Solving Critical Thinking Flask GitHub Redis SQL LangChain LangGraph LlamaIndex Hugging Face Transformers Qdrant (Vector DB) AWS S3 FastAPI Pydantic REST APIs Celery RabbitMQ Git Jupyter Notebook Postman VS Code PyCharm Collaborative Mindset Qdrant Gemma-2 LoRA QLoRA OpenAI Claude Shopify Twilio Freshdesk JWT RBAC Agile Microservices LLM RAG PEFT Sentence Transformers YAML Gemini Imagen OAuth Supabase
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