Hemanto Bairagi

Senior Artificial Intelligence Engineer (Bravura Ai Ice Process Management) @Bravura-Ai

Calgary, AB, CA
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WORK HISTORY

Sep 2024 — Present

Senior Artificial Intelligence Engineer (Bravura Ai Ice Process Management) @Bravura-Ai

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NJ, US

The role involves designing technology stacks that transform raw, unstructured data into usable, structured data to enhance decision-making in industrial automation.• Skills gained: Python, C++, TypeScript, JavaScript, FastAPI, Docker, Kubernetes, Azure, React, WebSocket, OPC Protocols, SQL (PostgreSQL, SQLite), NoSQL (FAISS, ChromaDB, InfluxDB, Neo4j), Redis, LangChain, Hugging Face, Llama3, OpenAI APIs, Claude Code, DeepSeek, PyQT6, OCR, Pandas, NumPy, TensorFlow, Git, GitHub Actions, RAG Systems, Prompt Engineering, Linux, SQL Alchemy, Data Pipelines, Vector Databases, Chatbots, Python Package Creation, Data Classification, Azure Microservices, PowerShell, Knowledge Graph Ontologies, Multi-modal AI, PEFT (LoRA, QLoRA), SCADA integration.• Development included 3 production AI systems: PlantUnity AI (Docker architecture with Claude Code for automated reports), OPC RAG Copilot (first \"ChatGPT for Industrial OPC Data\" with 5-database pipeline, 350+ points, 10 industries), Document Q&A (ChromaDB RAG, FastAPI, React/TypeScript).• Development also included transforming HTML, JSON, XML, MD, PDF, DOCX, TXT into Retrieval Data for LLMs (Claude, DeepSeek, Phi, Llama, GPT-4) using Prompt Engineering and LangChain for industrial analysis.• Software developed using Azure Cloud, Docker Compose (13+ microservices), cross-platform OPC integration, real-time streaming (100ms updates), multi-database architectures.• Scope of Responsibilities: Software Architecture, Managing Junior Engineers, Full-Stack AI Development, Multi-Database Architecture, FastAPI/React development, WebSocket systems, Knowledge Graphs, Vector Database optimization, Docker/Kubernetes deployment.• Worked with management translating requirements and delivered investor presentations during Series A fundraising.• Authored Generative AI paper (white paper available here): https://github.com/Orko24/White_paper_Generative_AI

EDUCATION

N/A

University of Calgary

Bachelor’s Degree (Honors), Astrophysics

N/A

University of Calgary

Bachelor’s Degree (Honors), Physics

ABOUT HEMANTO BAIRAGI

Summary of my skills: • Software Engineering specializing in Machine Learning, Artificial Intelligence & Python development. • Transitioned from Physics, to Financial Physics and Engineering to Software Engineering professionally. • GitHub Link: https://github.com/Orko24• LinkedIn Link: Portfolio Link Web: https://orko24.github.io/react_repository/• Portfolio Link: https://github.com/Orko24/Portfolio_Hemanto_Bairagi/blob/master/Portfolio.pdf• Specializes in Python, C/C++, Go / Golang programming languages, and SQL.Recent Projects: https://github.com/Orko24/Vhagar_prototype, https://github.com/Orko24/Final-Update-Adamas1Medium article elaborating on Adamas Audio: https://adamas-audio.medium.com/adamas-audio-machine-learning-and-web-development-to-produce-cheap-audiobooks-and-voice-cloning-a05608e4485f/Technical Skills, which may be relevant:• Bachelor of Science – Hons in Physics and Astrophysics with an emphasis on Software Engineering.• Software Engineering, Software Development, Data Science, Quantitative Analysis, Python Programming, Machine Learning, DevOps, DevSecOps & Database Development, • Application, Web Application Development, & Algorithm Development.• Extensive experience using LLM to rapidly design software applications like Chat GPT and Microsoft Co-Pilot.• Extensive experience using SQL alchemy, SQLlite3, PostgreSQL, and Python to translate vast unstructured data into structured SQL databases.• Extensive experience in using C++, Python, Java, and SQL to build Software Engineering, Data Science, and Data Engineering applications. • Relevant technologies include but are not limited to Lang Chain, SQLite, PostgreSQL, TensorFlow, PyTorch, Keras, Sci-kit Learn, Fast API, Django, Next JS, and OCR modules.Extended Resume/ PDF Portfolio in the given link: https://github.com/Orko24/Portfolio_Hemanto_Bairagi/blob/master/Portfolio.pdf Portfolio in Web Format: https://orko24.github.io/react_repository/

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Hemanto Bairagi — Senior Artificial Intelligence Engineer (Bravura Ai Ice Process Management) at Bravura-Ai in Calgary, AB, CA | Unifers