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Vikas Paspula

@vikaspaspula

Generative AI Developer at Magnit Global building enterprise RAG systems for document processing and conversational AI.

At Magnit Global, I engineer AI backend services that connect LLMs with enterprise applications for document processing and conversational AI. I also develop RAG systems with LangChain, ChromaDB, and Hugging Face embeddings for contextual retrieval.

At Cipher Schools, I fine-tuned Code LLaMA and StarCoder using LoRA/PEFT for AI-generated code detection, and developed RAG pipelines for semantic search. I also engineered agentic workflows that reduced manual effort by 60%+ and deployed inference services using FastAPI and Docker.

Experience

Work history, roles, and key accomplishments

Current

Associate Software Engineer

Current

Magnit Global

Jul 2026 - Present (4 months)

Engineered scalable AI backend services using Python, FastAPI, and RESTful APIs, enabling integration of LLMs with enterprise applications. Developed RAG systems using LangChain, ChromaDB, and Hugging Face embeddings, and implemented ML/NLP pipelines.

Python fastAPI REST APIs LLM OpenAI Gemini Lang Chain ChromaDB Hugging Face BGE scikit learn PyTorch Transformers Agile

Generative AI Developer

Codegnan

Feb 2026 - Jun 2026 (4 months)

Built AI-powered document processing pipelines integrating OCR and text preprocessing. Assisted in developing ML models for classification and NLP tasks, and integrated AI solutions via REST APIs.

Python OCR scikit learn PyTorch REST APIs Prompt Engineering LLM OpenAI Gemini Agile

Generative AI Developer

Cipher Schools

Jun 2025 - Jan 2026 (7 months)

Fine-tuned Code LLaMA and StarCoder using LoRA/PEFT for AI-generated code detection. Developed RAG pipelines with LangChain, FAISS, and ChromaDB, and engineered agentic AI workflows with LLM tool usage.