Dharmendra Thakur

Dear Hiring Manager,

I am writing to express my interest in opportunities in the fields of Artificial Intelligence, Machine Learning, Data Science, or Generative AI Engineering. With a Master’s degree in Computer Science from IIT Bombay and over two years of professional experience at Samsung Research, I have consistently delivered end-to-end AI solutions across multiple domains — from on-device inference to generative modeling and document intelligence.

At Samsung, I played a key role in building and deploying Screen AI, an on-device GenAI-based system for extracting structured data from screenshots. I led efforts in synthetic data generation using Gemini and Mistral, built a layout-agnostic preprocessor, and deployed models for real-time use cases — ultimately improving accuracy by 20%+.

Additionally, I developed a generalized Multimodal LLM pipeline using LoRA fine-tuning, data augmentation, and latency optimization techniques such as KV Caching, which led to a 50% reduction in inference time and a noticeable boost in task performance. I also built the Android interface for on-device demonstration and showcased the solution at the Techglanz event.

On the data side, I’ve developed and evaluated document QA systems using RAG pipelines (LangChain, FAISS), multimodal transformers (LayoutLMv3, Donut), and OCR modules. I also worked on research-oriented projects like summary evaluation metrics under high compression and natural answer generation using GPT-3, BERT, and transformer-based paraphrasing models.

Whether it’s designing intelligent systems, solving business problems using data, or building scalable GenAI pipelines, I’m excited to contribute my skills and learn alongside a forward-thinking team.

Please find my resume attached. I would be thrilled to explore how I can contribute to your team across AI/ML, Data Science, or GenAI-focused roles.

Sincerely,

Dharmendra Thakur

[email protected]

+91-8602173438

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