Manish Tiwari

About Manish Tiwari

AI Engineer | LLM Engineer | Forward Deployed Engineer | AI-Ready Data Platforms | GenAI & RAG Systems I bring 12+ years of experience building cloud-scale data platforms, analytics systems, and AI-ready pipelines, with a strong focus on enabling production-grade AI and LLM-powered applications.My expertise lies at the intersection of Data Engineering and AI Engineering, where I design and deliver end-to-end systems that power intelligent applications—from data ingestion and modeling to embeddings, retrieval (RAG), and API-driven AI services. Core ExpertiseLLM & GenAI Systems: RAG pipelines, embeddings, prompt engineering, agent-based workflows AI Enablement: Preparing high-quality datasets, semantic layers, and context pipelines for LLMs Data Platforms: Snowflake, BigQuery, AWS (S3, Lambda, Glue), GCP Orchestration & Transformation: Airflow, dbt Programming: Python, SQL, PySpark APIs & Microservices: Building scalable, AI-enabled backend services What I Do Build AI-ready data architectures that power LLM applications Develop RAG-based systems and intelligent data products Enable analytics + AI integration for real-time business insights Work closely with stakeholders in forward-deployed environments, translating business problems into scalable technical solutions Experience Across DomainsBanking, Retail, Telecom, Education, Security, and Blockchain — delivering reliable, high-impact data and AI systems. I’m particularly interested in roles where I can contribute to:LLM/GenAI product development Agentic AI systems Forward deployed engineering (customer-facing AI solutions) AI-powered data platforms at scale I enjoy solving complex problems where strong data foundations meet intelligent AI systems.

Experience

1. Data Engineer

   BCW Group

   Oct 2025 — Present · HK

   Blockchain Data Engineering | Web3 staking data solution | API Development and enhancement

Education

• BUNDELKHAND INSTITUTE OF ENGINEERING AND TECHNOLOGY, JHANSI

  Bachelor of Technology (B.Tech.), Computer Science

  2009 — 2013

• Indian Institute of Technology (Banaras Hindu University), Varanasi

  Sustainable Infrastructure Monitoring with AI-Inspired Machine Learning, Artificial Intelligence, Machine Learning

• Nexford University

  Advanced Business Foundations, Business Administration and Management, General

Skills

• Data Structures
• Oracle
• Data Mining
• Amazon Redshift
• Unix
• C
• Programming
• Apache Spark
• Microsoft Excel
• Business Intelligence
• Etl
• Bussiness Intelligence
• C++
• Database Development
• Oop
• Informatica Administration
• Microsoft Sql Server
• C++ Language
• Informatica
• Hadoop
• Databases
• Windows
• Data Analytics
• Data Structure
• Core Java
• Informatica Power Center
• Apache
• Data Warehouse
• Html
• Java
• Coding Languages
• Data Analysis
• Etl Tools
• Amazon Web Services (Aws)
• Software Project Management
• Software Development
• Python
• Data Warehousing
• Mysql
• Sql