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TeamLider9141/README.md
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Hi there Waving hand

### AI Engineer | Data Science Student | Python Developer

I'm a Software Engineering graduate from Tashkent University of Information Technologies (TUIT) with a strong interest in Artificial Intelligence, Machine Learning, and modern backend development.

I'm passionate about building intelligent software powered by data and modern AI.

My current focus is on Machine Learning, Retrieval-Augmented Generation (RAG), Large Language Models (LLMs), Natural Language Processing (NLP), and AI-powered applications.

I enjoy building intelligent applications—from data processing and vector databases to backend APIs, Telegram bots, and deploying production-ready solutions.

Beyond AI, I work with Python, FastAPI, SQL, Linux, Docker, PostgreSQL, Git, and cloud technologies while continuously expanding my knowledge of modern Data Science and Machine Learning.

I believe the best way to learn is by building real-world projects, so most of my time is spent experimenting with new ideas and turning them into practical software.

Languages and Tools

Skills

Python FastAPI Telegram Bot API PostgreSQL Docker Linux Redis Git LlamaIndex Ollama RAG Google_Apps_Script

GitHub Streak

🌱 Currently Learning: Machine Learning • MLOps • AI Agents • Vector DBs


AI / ML Expertise

Domain Proficiency Details
LLM Application Engineering Working Agentic coding assistants, tool-use orchestration, prompt architecture, evaluation loops
Retrieval-Augmented Generation Working Hand-written retrieval cores, chunking strategies, embedding pipelines (nomic-embed-text), hybrid ranking
Local & Edge Inference Proficient Ollama-based deployment, CPU-only serving, quantized models (GGUF), memory-constrained optimization
Agent Systems Working Multi-agent review pipelines, adversarial verification workflows, structured-output tooling
NLP Proficient Text normalization, low-resource language processing (Uzbek), classification and extraction pipelines
MLOps Basic Model versioning, reproducible inference environments, latency/throughput benchmarking

Featured Projects

QarzFlow — Telegram Expense Platform

Expense & debt tracking platform with a Telegram Bot, backend APIs, and a web dashboard — live in production.

Stack FastAPI, Telegram Bot API, PostgreSQL, Docker
Scale Telegram bot + web dashboard + backend APIs over one shared platform
Performance Async FastAPI backend with PostgreSQL persistence
Security Containerized deployment with per-user data isolation
Impact Live product at qarzflow.uz serving real users
Repository qarzflow.uz · @qarzflowbot

Website Telegram Bot

JOA — AI Coding Agent

An autonomous AI coding agent that plans, edits, and verifies code changes through a local-first pipeline.

Stack Python, Ollama, local LLMs, CLI/REPL interface
Scale Multi-file codebase operations with incremental context management
Performance Runs fully on consumer CPU hardware — zero GPU dependency
Security Local-first by design: no source code leaves the machine
Impact Daily-driver coding assistant with tracked clone growth and public analytics
Repository TeamLider9141/JOA-AI-CODING-AGENT

Built to prove that a capable coding agent does not require cloud inference. The agent handles model selection, LaTeX-to-Unicode answer cleaning, uncertainty nudging, and ships with clone-statistics automation baked into CI.

System LLM — Local Retrieval-Core Coding Assistant

A retrieval-augmented coding assistant with a hand-written retrieval core — no framework dependency — engineered for strict hardware budgets.

Stack Python, Ollama, qwen2.5-coder 7B, nomic-embed-text, custom vector store
Scale Indexes real-world codebases in place — no corpus duplication
Performance Tuned for CPU-only inference on 16 GB RAM (Ryzen 5800U class hardware)
Security Fully offline operation; the index never touches a network
Impact Replaces a LlamaIndex-based prototype with a leaner, fully understood core
Repository Private — in active development

The deliberate rewrite from framework-glue to first-principles retrieval: custom chunking, embedding, and ranking layers built to be read, measured, and tuned line by line.

Uzbek AI — Native-Language AI Tooling

AI tooling and assistant workflows built for the Uzbek language — a low-resource NLP environment where off-the-shelf models underperform.

Stack Python, LLM prompt pipelines, custom skill/workflow definitions
Scale Language-specific terminology handling across technical domains
Performance Optimized prompt and context strategies for smaller local models
Security Local execution; no user text sent to third-party services
Impact Makes serious AI-assisted engineering workflows usable in Uzbek
Repository github.com/TeamLider9141

Bridges the gap between English-centric AI tooling and native-language engineering practice — from terminology mapping to full bilingual technical workflows.

AI Phone Recommender Bot

AI-powered Telegram bot that recommends phones based on user needs and budget.

Stack Python, Telegram Bot API, AI-driven recommendation logic
Scale Conversational recommendation flow over a phone catalog
Performance Lightweight bot backend, runs on modest hardware
Security No personal data retention beyond the chat session
Impact Practical AI assistant for a real purchase decision
Repository TeamLider9141/AI_phone_recommender_bot

Achievements

Recognition Details
Production Shipper QarzFlow — expense & debt platform live at qarzflow.uz with a Telegram bot
Local-First AI Pioneer Shipped a fully offline AI coding agent — zero cloud dependency, tracked public adoption
Framework-Free RAG Replaced LlamaIndex prototype with a hand-written retrieval core built for auditability
Senior SRE Assessment Completed a senior MMO DevOps/SRE technical assessment through multi-round adversarial review
Consistent Contributor Sustained daily open-source contribution streak with automated repo analytics

GitHub Stats


Contribution Snake

contribution snake

Current Focus

learning:
  - Machine Learning, MLOps, AI Agents, and Vector DBs
  - Advanced retrieval architectures and embedding-space evaluation
  - Distributed systems patterns for real-time multiplayer backends
building:
  - QarzFlow — Telegram expense & debt platform (qarzflow.uz)
  - System LLM — framework-free local RAG coding assistant
  - JOA — autonomous local AI coding agent
exploring:
  - Small-model agentic performance on CPU-only hardware
  - Low-resource NLP for the Uzbek language
open_to:
  - Software Engineer / AI Engineer /
  - Open source collaboration on local-first AI tooling

Pinned Loading

  1. JOA-AI-CODING-AGENT JOA-AI-CODING-AGENT Public

    JOA AI-powered coding assistant that helps developers write, explain, debug, and improve code.

    Python 1

  2. Data-Science---I Data-Science---I Public

    In this journey => project is divided into two sections. In the first section, I learned and practiced the following concepts: Collection of Python projects from a Data Science bootcamp covering UN…

    Python 1

  3. AI_phone_recommender_bot AI_phone_recommender_bot Public

    With the help of LLM you can find out phone...

    Python 1

  4. network_guardian network_guardian Public

    The Network Guardian project is designed to protect students from classroom distractions.

    HTML 1

  5. machine-learning-zoomcamp machine-learning-zoomcamp Public

    Forked from DataTalksClub/machine-learning-zoomcamp

    Learn ML engineering for free in 4 months! Register here 👇🏼

    Jupyter Notebook

  6. Osmantic/ODS Osmantic/ODS Public

    Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.

    Python 6.5k 935