I am a Data Scientist at Alibaba Group, where I apply my marketing background and data analytics skills to create innovative solutions for Daraz, the leading online marketplace in South Asia. I am passionate about bridging the language gap and empowering Daraz shoppers through natural language processing (NLP) and retrieval augmented generation (RAG) models. In my role, I have collaborated with ChatGPT to build a cutting-edge RAG model powering "Discover Daraz," enabling users to effortlessly find products through natural language queries. This innovative approach revolutionized product search and drove a 15% increase in user engagement. I have also developed and improved supervised external matching algorithms, churn prediction models, and push notification strategies, resulting in significant boosts in matching accuracy, repurchase rate, and click-through rate. Before joining Alibaba, I was a MERN Stack Developer at Qalam Tutor Academy, where I designed and developed websites and apps using MongoDB, Express, React, and Node.js. I also ran social media campaigns across Facebook and Instagram, reaching thousands of potential customers. I learned to develop websites and apps out of my keen interest in the digital revolution happening in Pakistan, and my desire to resolve bottlenecks in different industries through coding and appropriate marketing. I graduated from the Institute of Business Administration in 2022 with a Bachelor of Business Administration degree in Marketing. I have a strong foundation in marketing concepts and strategies, as well as data analysis and visualization tools, such as Excel, Python, SQL, and Tableau. I have also earned multiple certifications from Udemy, HackerRank, and DataCamp, demonstrating my proficiency in various data science and web development skills. I want to revolutionize the way data and tech are perceived in Pakistan, and I aim to add value by crunching useful insights, simplifying the data through easy-to-understand visualization, and automating manual tasks through the art of python scripting.
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Senior Ml EngineerTwinciti AiPakistan -
Co-FounderModularity Ai Mar 2024 - PresentKarāchi, Sindh, Pakistan -
Data Scientist IiAlibaba Group Mar 2023 - Apr 2024Karachi Division, Sindh, Pakistan- Bridged the language gap and empowered Daraz shoppers: Collaborated with ChatGPT to build a cutting-edge Retrieval Augmented Generation (RAG) model powering "Discover Daraz," enabling users to effortlessly find products through natural language queries. This innovative approach revolutionized product search and drove a 15% increase in user engagement. - Developed and improved supervised external matching algorithm. It fuels Daraz’s price promise: +27% matching accuracy boost + 33% precision gain guarantees "Best Price" on 120k competitive products. - Built churn prediction model with 0.78 F1 score, enabling Daraz to retarget at-risk users & boost repurchase rate by 5.6%. - Reinvented push notifications: Offline Reinforcement Learning CQL network boosted CTR 31% with 16% fewer notifications, reducing user fatigue. - Revolutionized marketing attribution with the Markov chain model, attributing conversions across channels (not just last touch), enabling significant strategic shifts -
Analytics EngineerAlibaba Group Aug 2022 - Mar 2023Karāchi, Sindh, Pakistan- Developed Daraz Deep Dive (D3) automated framework which detects Key Performance Indicator (KPI) fluctuations and points to underlying causes saving an expected cost of $96,000 per year.- Engineered end-to-end data pipelines for Search keyword analysis, unraveling crucial insights into CTR and CR. This facilitated profound customer understanding for the business, amplifying visibility into keyword performance and aligning with strategic goals of data-driven decision-making. - Developed an advanced anomaly detection pipeline for NorthStar KPIs, culminating in a dynamic dashboard enabling real-time identification of fluctuations, empowering strategic business responses. This initiative enhanced data-driven decision-making by swiftly pinpointing root causes behind KPI shifts. -
Mern Stack DeveloperQalam Tutor Academy Nov 2018 - Aug 2022Karāchi, Sindh, Pakistan- Responsible for designing social media post.- Developing and running Social Media Campaign across Facebook and Instagram.- Developing Website using MERN stack which connects tutors with students
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Product AnalystQuickstart Inc. May 2022 - Jul 2022Karāchi, Sindh, Pakistan- Revamping e-commerce model by thoroughly analysing competitors offering. The objective was to provide superior experience to customer and enabling easy and natural information retrieval in Product Detail Page)- Rolling out Sorting Quiz to help aspiring student to pick the right career for them. It incorporate different personality trait to assess and suggest student different courses and bootcamp. -
Marketing And AnalyticsFoodpanda Nov 2021 - Feb 2022Karāchi, Sindh, Pakistan- Developing a supervised ML algorithm for sentiment analysis/verbatim analysis for Roman Urdu and English. The process involves the removal of stopwords, lemmatization, tokenization, vectorization using TD-IDF and word2vec, and prediction using Naive Bayes and Linear SVC. - Gathering business intelligence through scrapping websites of competitors.- Cleaning products name file, so that it complies with given product name's SOPs.- developing an algorithm for matching similar product names in the master file and vendor file. It involves working with python regular expression, fuzzy match, TF-IDF matcher, and Elastic Search.- assist the content team in product mapping and removal of duplication in the product list. - developing Excel VBA code to automate the task of downloading images and saving them in their respective folders. -
Digital Marketing InternGarage Ltd. Jun 2021 - Oct 2021Karāchi, Sindh, Pakistan
Anas Khan Education Details
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Marketing
Frequently Asked Questions about Anas Khan
What company does Anas Khan work for?
Anas Khan works for Twinciti Ai
What is Anas Khan's role at the current company?
Anas Khan's current role is Senior ML Engineer.
What schools did Anas Khan attend?
Anas Khan attended Institute Of Business Administration.
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