Abdul Mannan

Experience

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  Fiverr

  Dec 2022 - now

  Freelance

  As a seasoned freelancer, I've delivered high-quality solutions on Fiverr, earning recognition as a Level 1 Seller and Fiverr's Choice.

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  Upwork

  Apr 2023 - now

  Freelance

  I've had the privilege of working on diverse projects, ranging from custom desktop applications to well-built web apps.

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  Xavor Corporation

  Jul 2024 - Aug 2024

  Generative AI Bootcamp

  • Gained hands-on experience in NLP, pre-processing, text-to-vector embeddings, and BoW, improving text classification accuracy by 15-20%. Learned CNNs, RNNs, LSTMs, and GRUs, enhancing model performance and reducing training time by 10-15% through optimized architectures and hyperparameter tuning. • Specialized in transformer architectures like BERT, GPT, and encoder-decoder, optimizing performance through prompt engineering and fine-tuning, achieving up to 5% improvement in F1 scores and 20% gain on domain-specific tasks. • Explored Retrieval-Augmented Generation (RAG), LangChain, LangSmith, and Llama Index for building conversational AI, leveraging Llama-2 70B with 300+ tokens per second performance on Groq’s LPU system. Show less