Umar M.
LahorePakistan
100% Job Success
Top Rated Plus

Fullstack Software Engineer - AI/ML - SAAS

🏅 Expert-Vetted | 🏆 100% Job Success Rate | ⭐ 5-Star Ratings | 🕛 Full Time Availability | ✅ Verifiable projects | ❇️ 7,000+ Hours Introduction 🎓 I am a seasoned Product Developer with over a decade of experience in Automation, Data Science, and Big Data domains. Specializing in Generative AI projects, SaaS products, and leading teams of multiple developers, I have a unique expertise in converting LLM-based MVPs to production-grade applications. Utilizing event driven asynchronous programming and introducing retrying mechanisms, I strive to make pipelines robust and reliable, innovating and excelling in the industry. Technical Expertise 💻 👉 For Generative AI🤖: I specialize in creating cutting-edge Generative AI solutions, leveraging the latest frameworks and technologies. Vector Databases: Pinecone: Utilizing Pinecone for large-scale vector search and similarity scoring. Chroma: Implementing Chroma, the open-source embedding database, for efficient vector operations. Milvus: Leveraging Milvus for hardware-efficient advanced indexing, achieving a 10x performance boost in retrieval speed. Supabase, PgVector: Employing these databases for real-time management and PostgreSQL vector operations. Frameworks: Langchain: At its core, Langchain is a framework built around LLMs, used for chatbots, Generative Question-Answering (GQA), summarization, and more. It allows chaining together different components for advanced use cases around LLMs. Auto-GPT: An Autonomous GPT-4 Experiment, an open-source application showcasing GPT-4 capabilities, chaining together LLM. Llama Index, BabyAGI, SuperAGI: Utilizing these frameworks for indexing, early-stage AGI development, and advanced AGI solutions. Dolly 2.0: Working with Dolly 2.0, a 12B parameter language model based on the EleutherAI pythia model family, for creative content generation. Platforms like Hugging Face, Replicate.com: Collaborating on these platforms for model sharing, version control, and collaboration. Converting LLM-based MVPs, LLAMA 2, Amazon Polly, Speech to Text, OpenAI, RAG Approach, Chain of Thoughts, Optimizing LLM Memory, Generative AI-based Course Generator, ChatBot Builder Project 👉 For Big Data📊: I have extensive experience in handling large-scale data, ensuring efficiency and accuracy in processing and analysis. Expertise in building machine learning and ETL pipelines from scratch Expertise in Kafka, Apache Spark, Spark Streaming, MapReduce, Hadoop GeoSpatial Analysis, Machine Learning techniques, VAS Applications in Telco Environment Experience with ELK stack, Cloud Environments: Proficient in AWS, GCP, Azure 👉 For Web Development💻: I offer comprehensive web development solutions, focusing on scalability, user experience, and innovative technologies. Languages: Proficient in Python, Java, Scala, NodeJS Frontend Frameworks: Mastery in React and other modern frontend technologies Asynchronous Programming, Backend Development, Search Technology, CI/CD Tools, Cloud Environments: Heroku, AWS, Azure, GCP Specialization in Building SaaS Products 🚀 I have a strong background in designing and developing Software as a Service (SaaS) products, ensuring scalability, reliability, and innovation. My experience ranges from backend development to deploying complex systems end-to-end. My portfolio reflects a blend of cutting-edge innovation and practical application. My specialized knowledge in Generative AI, Big Data, Web Development, and SaaS products highlights my proficiency in various domains. If you're seeking a versatile and results-driven engineer with a strong innovative track record, I would love to hear from you

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Skills

  • Python
  • Machine Learning
  • Data Science
  • Tableau
  • ChatGPT
  • Big Data
  • Salesforce CRM
  • Data Visualization
  • ETL
  • Elasticsearch
  • AI Chatbot