hi , i am
sayan
dey .

Machine Learning wiz
Python fluent, Software developer

Unlock My Expertise: Resume Q&A with my chatbot 🤖

about me 👋

Code mystronaut 👨‍💻, fueled by Python 🐍 and a dash of ML alchemy ⚗️, I craft algorithms that solve real-world riddles . Driven by boundless curiosity , I seek a mission where my magic can make a lasting impact! ✨ #MLenthusiast #pythonista #impactdriven

Software Testing Engineer 🧪 with years of experience mastering USB software testing and automation at Qualcomm ✨. Excited to explore 👨‍💻 and implement machine learning solutions for real world problems.

email

mr.sayan.dey@gmail.com

website

sayan1999.github.io

profile_image

skills 🏹

python

80%

keras

70%

sklearn

75%

pytorch

65%

Machine Learning

75%

Object-oriented Programming

80%

DSA & Algorithm

70%

C/C++

65%

NLP, LLM & Transformers

65%

DevOPs, Deployment (CI/CD, Docker)

70%

MongoDB (NoSQL)

75%

Deep Learning

75%

Recommendation System

70%

Computer Vision

65%

deployed projects demos 🎬

portfolio image
Image Reverse Search with Google’s EfficientNet and Facebook’s FAISS library optimizing search efficiency through fast image embeddings and approximate nearest neighbor algorithms | Training speed: 65k images efficientnet-b2: 4 mins vs Resnet-152: 10 mins | CI-CD, Computer Vision, Streamlit, image embeddings
portfolio image
Playpick: A personalized movie recommender powered by Collaborative Filtering that gets better with user feedback and interaction, no need for OTT premiums to recommend you movies | Metrics AP@100=0.4604 AP@20 of 0.3795 | Model Quantization, MongoDB, Streamlit
portfolio image
BERT-Video-Search: Abstractive summary & semantic search through Youtube video by grouping subtitles and perform vector similarity search with FAISS | CI-CD, S-BERT, Streamlit, vector embeddings, NLP, LLM, FAISS
portfolio image
Cricket-Prophet: A Live cricket score predictor that improves prediction with each ball played; outperforms run-rate or match-encounter based models | Metrics MSE: 11.68 in ODIs, MSE: 20.44 in T20s | CI-CD, Feature Engineering, Randomforest, Streamlit, Web Scraping
portfolio image
Web-Brief: No size limit summariser for web pages that has no limit on input token length achieved by recursively chunkifying long documents and summarizing the chunks iteratively | NLP, Bert, Document Chunkify, Nodejs, Chrome extension, hugging face

Achievements 🏅

portfolio image
HackTheBuild Hackathon (Top 8): Built an ML web app for optimizing India's COVID vaccine distribution strategy.
portfolio image
Qualcomm Impact Award 2023: Recognized for automating USB4 validation workflows on new software product

contact me 📩

sayan dey

Software Engineer

email

mr.sayan.dey@gmail.com

website

sayan1999.github.io