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tahmid-tanzim/README.md

Hello there 👋

Thanks for visiting my GitHub profile, it's great to meet you here! 😊

I'm a backend software engineer with over 10 years of experience, specializing in building scalable applications and innovative solutions using generative AI technologies. I'm passionate about creating intelligent systems that solve real-world problems.

Here are some quick things about me:

  • 🌱 I'm currently learning various skills for developing applications with Large Language Models
  • 📄 Here is my resume
  • 📫 The best way to reach me is to send me an email
  • ⚡ Fun fact: I once built an AI-powered chatbot that could write poetry in multiple languages! 🎭

Technical Proficiency

# Skills that I'm good at experienced = { 'Programming Language': ['Python3', 'JavaScript', 'TypeScript', 'SQL'], 'LLM': ['GPT-4', 'Claude 3.5 Sonnet'], 'AI/ML Technologies': [ 'Retrieval-Augmented Generation (RAG)', 'Vector Databases', 'Semantic Search', 'ReAct Agent', 'Prompt Engineering' ], 'Libraries/Frameworks': ['LangChain', 'FastAPI', 'Node.js', 'Express.js', 'NumPy', 'Pandas'], 'Databases': ['PostgreSQL', 'Amazon RedShift', 'Amazon DynamoDB'], 'Tools': ['Docker', 'AWS', 'Git', 'Apache Kafka', 'Linux', 'Postman'], 'Software Engineering Knowledge': [ 'Data Structure & Algorithm', 'Microservices', 'System Design', 'API Design', 'Database Design', 'GraphQL' ] } # TODO: Skills that I want to acquire wishlist = { 'Programming Language': ['Go', 'Rust'], 'Advanced AI/ML Technologies': [ 'Fine-tuning LLMs', 'Parameter-Efficient Fine-Tuning (PEFT)', 'Low-Rank Adaptation (LoRA)', 'Quantized Low-Rank Adaptation (QLoRA)', 'Quantization', 'Multi-modal AI', 'Model Context Protocol (MCP)', 'Reinforcement Learning', 'Pre-Train BERT', 'Vector embeddings', 'Named Entity Recognition (NER) model', 'Automatic Speech Recognition (ASR) model' ], 'Libraries/Frameworks': ['PyTorch/TensorFlow', 'LangGraph', 'LlamaIndex'], 'Databases': ['Redis', 'MySQL', 'Neo4j'], 'Tools': ['CI/CD Pipeline', 'Kubernetes', 'Terraform', 'Ansible'] }

Featured Projects

  • 🤖 Presto Voice AI - Developed an industry-leading AI voice assistant for drive-thru operations that:
    • Implements real-time order taking with high accuracy using LLM and ASR technologies
    • Features intelligent upselling capabilities that make 4x more context-specific upsell attempts
    • Supports multiple deployment modes: Supervised AI, Pure AI, Agent-led, and Unsupervised AI
    • Integrates seamlessly with existing drive-thru hardware and POS platforms
    • Implements Menu Unification for centralized menu management across multiple restaurant brands
    • Reduces staff workload by handling complex order scenarios autonomously

My URLs

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  1. coding-interview-university coding-interview-university Public

    Forked from jwasham/coding-interview-university

    A complete computer science study plan to become a software engineer.

  2. problem-solving problem-solving Public

    AlgoExpert, LeetCode & HackerRank Problem Solving - hackerrank.com/tahmid_tanzim & leetcode.com/tahmid-tanzim

    JavaScript 3 1

  3. system-design-primer system-design-primer Public

    Forked from donnemartin/system-design-primer

    Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

    Python

  4. interactive-coding-challenges interactive-coding-challenges Public

    Forked from donnemartin/interactive-coding-challenges

    120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

    Python

  5. javascript-functions javascript-functions Public

    A function is a series of statements that are grouped together into a special package in JavaScript.