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princepartho

Partho

@princepartho

Senior Machine Learning Engineer

Bangladesh
English, Bengali, Hindi
About me
I'm a Senior Machine Learning Engineer with 5 years of production experience building NLP pipelines, LLM-powered chatbots, recommendation systems, and OCR solutions. I've shipped real systems — a restaurant recommendation engine for a food delivery app, an NER-based address extractor for a courier service, and an LLM-driven product tagging pipeline for e-commerce. My work doesn't stop at the model — I deploy using FastAPI and Docker so your solution is ready for production from day one. If you need something that actually works in the real world, let's talk.... Read more

Skills

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princepartho
Partho
Offline • 
Average response time: 2 hours

See my services

Natural Language Processing
I will build your nlp projects
From$100 / projectMore details
Computer Vision
I will extract data from any documents using ocr
From$90 / projectMore details

Work experience

Toptal

AI Engineer

Toptal • Full-time

Nov 2022 - Present • 3 yrs 9 mos

Developed a personalized food recommendation system from scratch for a food delivery platform using NVIDIA Merlin, candidate generation, ranking workflows, feature engineering, and model deployment. • Built and deployed an ASR-powered travel assistant chatbot integrated into a production mobile application using NLP and conversational AI pipelines. • Designed an LLM-driven e-commerce product tagging pipeline to improve semantic search with validation mechanisms to reduce hallucination and improve tag accuracy. • Implemented image-based product category classification using CLIP embeddings to support visual search and improve product discovery. • Designed and deployed an OCR pipeline for handwritten English documents achieving 86%+ extraction accuracy across 5+ invoice formats • Built an NER-based address extraction system for courier service applications • Improved face verification accuracy through additional preprocessing and validation mechanisms. • Developed scalable ML inference APIs using FastAPI and Docker for production model serving.