RAG | Real-time ML | LLM Fine-tuning

AI Engineer

Building Production-Grade AI Systems

10+ years of Software Engineering experience applied to AI/ML. My systems run in production, not just notebooks.

Production AI Systems
3
ML Inference Latency
<3ms
Parameter Reduction (LoRA)
99.86%
Years Engineering
10+

Production AI Systems

AI Projects

Real-world AI systems running in production with measurable results

RAG / NLP
RAG / NLP

Documind RAG System

Production document Q&A with semantic search and source attribution

<500ms
Latency
50MB
Memory
FastAPIPineconeJinaGroqStreamlit
  • Zero-cost deployment using free tiers
  • Pluggable LLM/Vector Store architecture
  • Multi-format document support (PDF, DOCX, TXT)
ML / Streaming
ML / Streaming

Real-Time Fraud Detection

End-to-end ML pipeline for financial transaction fraud detection

85%
Precision
<3ms
Latency p95
600+ RPS
Throughput
XGBoostKafkaFastAPIPostgreSQLPrometheus
  • 30+ engineered features with behavioral analysis
  • Solved extreme class imbalance (0.5% fraud rate)
  • Full observability: Prometheus + Grafana
LLM / Deep Learning
LLM / Deep Learning

LLM Fine-Tuning Framework

Fine-tuned 3B parameter model for code generation using LoRA/QLoRA

0.14%
Parameters
4GB
Memory
PyTorchTransformersPEFTLoRAGradio
  • 99.86% parameter reduction via LoRA
  • Training on consumer GPU (8GB VRAM)
  • 4-bit quantization for memory efficiency

Technical Expertise

Technical Skills

Full-stack development with modern technologies and enterprise-grade solutions

JavaScript

TypeScript

Python

PHP

Java

C

C++

C#

Kotlin

Swift

Angular

Android

Complete Technical Skills List:

  • JavaScript: A programming language primarily used for web development
  • TypeScript: A typed superset of JavaScript for building large-scale applications
  • Python: A versatile programming language widely used for backend development
  • PHP: A server-side scripting language designed for web development
  • Java: A popular, object-oriented programming language used for web and application development
  • C: A low-level programming language known for its efficiency and portability. Widely used in system software and embedded systems development.
  • C++: An extension of the C language that introduces the concept of object-oriented programming. Popular for high-performance applications, such as games and system software
  • C#: A programming language developed by Microsoft, designed for the .NET framework. Used for building Windows applications, games, and web services, with strong support for object-oriented programming.
  • Kotlin: Modern, statically typed language, interoperable with Java, used for Android and web backend
  • Swift: A powerful programming language for iOS and macOS application development
  • Angular: A TypeScript-based web application framework by Google.
  • Android: A mobile operating system developed by Google.
  • Apache: Open-source web server software.
  • ArchLinux: A lightweight and flexible Linux distribution.
  • Azure: Microsoft's cloud computing platform.
  • Bash: A Unix shell and command language.
  • Blender: Open-source 3D creation suite.
  • Bootstrap: A front-end CSS framework for responsive web design.
  • CouchDB: A NoSQL database using JSON to store data.
  • CSS3: The latest version of the Cascading Style Sheets language.
  • Debian: A popular and stable Linux distribution.
  • DBeaver: A database management tool supporting various databases.
  • Django: A high-level Python web framework.
  • Docker: A platform for developing, shipping, and running containers.
  • Eclipse: An open-source integrated development environment (IDE).
  • Figma: A collaborative web-based design tool.
  • Flask: A lightweight Python web framework.
  • Flutter: A UI toolkit by Google for building cross-platform apps.
  • Git: A distributed version control system.
  • GitHub: A Git repository hosting service with collaboration tools.
  • HTML5: The latest version of the Hypertext Markup Language.
  • JSON: A lightweight data interchange format.
  • Jupyter: An open-source tool for interactive computing notebooks.
  • LaTeX: A typesetting system for document preparation.
  • Laravel: A PHP web framework.
  • Lua: A lightweight, high-level programming language.
  • Maven: A build automation tool for Java projects.
  • MATLAB: A high-level language for numerical computation and visualization.
  • MongoDB: A NoSQL database using a document-oriented model.
  • MS-DOS: An early Microsoft disk operating system.
  • MySQL: An open-source relational database management system.
  • Neovim: An extensible, modernized version of the Vim text editor.(My pref ;))
  • Next.js: A React-based web framework for server-side rendering.(My pref ;))
  • Nginx: A high-performance web server and reverse proxy.(My pref)
  • Node.js: A JavaScript runtime built on Chrome's V8 engine.
  • Notion: A collaboration and note-taking workspace.
  • npm: A package manager for JavaScript.
  • NumPy: A Python library for numerical computing.
  • Oracle: A relational database management system.
  • Pandas: A Python library for data manipulation and analysis.
  • Perl: A high-level, general-purpose programming language.
  • PostgreSQL: An open-source relational database system.
  • Postman: A tool for API development and testing.
  • PowerShell: A task automation and configuration management framework by Microsoft.
  • PuTTY: An SSH and telnet client for remote connections.
  • PyTorch: An open-source machine learning framework by Facebook.
  • Raspberry Pi: A small, affordable single-board computer.
  • React: A JavaScript library for building user interfaces.
  • Spring: A Java framework for building enterprise applications.
  • SSH: A secure protocol for remote access to servers.
  • TailwindCSS: A utility-first CSS framework for rapid UI development.
  • Tomcat: An open-source implementation of Java Servlet and JSP.
  • Unity: A cross-platform game development engine.
  • Unreal Engine: A powerful real-time 3D creation tool for games.
  • Vim: A highly configurable text editor for programmers.
  • Visual Studio: An IDE from Microsoft for software development.
  • VSCode: A lightweight, extensible code editor from Microsoft.
  • Vue.js: A progressive JavaScript framework for building UI.
  • WordPress: A popular content management system for websites.

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