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ANKUSH PRAMANIKAP
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ANKUSH PRAMANIK

@ankushpramanik

I build production RAG pipelines, agentic AI systems, and LLM-integrated backend services.

India
Message

At Ginclair, I architect agentic AI features using GraphRAG, PydanticAI, CrewAI, LangChain, LangGraph, and the OpenAI SDK. I build multi-agent orchestration pipelines and production retrieval systems with FAISS, Gemini embeddings, FastAPI, prompt engineering, and structured JSON outputs.

Previously, I developed Gemini-based prompt engineering solutions at Search Precise Consultancy for technical diagrams, system architecture, workflow visualization, and AI-assisted documentation. At Capgemini, I built Java 17 and Spring Boot microservices, RAG-based LLM orchestration pipelines, pgvector-backed PostgreSQL systems, Docker containers, and GitHub Actions CI/CD pipelines.

I've also built Jarvis, an agentic AI workspace for hybrid RAG, search, data analysis, memory, and tools, alongside a GenAI code analyzer that uses LangGraph for structured analysis, security detection, and automated refactoring workflows.

Experience

Work history, roles, and key accomplishments

GI
Current

AI/ML Engineer

Ginclair

Jul 2026 - Present (2 months)

Architected agentic AI features with GraphRAG, PydanticAI, CrewAI and OpenAI SDK, building multi-agent orchestration pipelines via LangChain + LangGraph in Python. Developed RAG retrieval systems using FAISS vector search and Gemini embeddings with FastAPI, integrating prompt engineering and structured JSON outputs for production LLM apps.

Education

Degrees, certifications, and relevant coursework

ABES Engineering College logoAC

ABES Engineering College

Bachelor of Technology, Computer Science and Engineering (Data Science Specialization)

2022 - 2026

Grade: 78.86%

Pursued a Bachelor of Technology in Computer Science and Engineering with a specialization in Data Science, achieving 78.86%.

SS

St. Teresa School

High School Diploma, General Studies

2020 - 2022

Grade: 78.3% (Class 12), 82% (Class 10)

Completed Class 12 under the CBSE board with 78.3% and Class 10 with 82%.

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