Iman Abbasi Email and Phone Number
Experienced Data Science Team Lead with a strong ability to manage teams for projects originating from various departments. Worked with over 100 individuals across 10+ teams, gaining exposure to diverse businesses and mastering their data landscapes. Expertise enables leading data science projects from A to Z, ensuring successful execution and delivery of impactful solutions.
Snappfood
View- Website:
- snappfood.ir
- Employees:
- 341
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Data Science Team LeadSnappfood Jul 2024 - PresentTehran Province, Iran• Led a 6-member data science team, completing key projects on time.• Increased CTR by 8% and revenue by 3% with an advanced ads Brain.• Enhanced AOV by 5% with a data-driven incentivization strategy.• Directed the creation of a cutting-edge product tagging system for 1M products using LLMs.
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Senior Data ScientistSnappfood Nov 2023 - Jul 2024Tehran, Tehran Province, Iran• Engineered an item recommendation system using embeddings, matrix factorization, and cosinesimilarity, ranking 25% of orders within the top 4 suggestions.• Predicted weekly order counts with a MAPE of 3.7 ± 3.32, improving accuracy using historical dataand date features.
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Senior Data ScientistSmartech Mar 2023 - Oct 2023Tehran, Tehran Province, Iran• Estimated user gender and age with 78% accuracy and 83% coverage, improving customer segmentation.• Engineered a CTR prediction model based on over 4 billion user events, enhancing ad targetingprecision. -
Data Science Team LeadBama.Ir Jul 2022 - Mar 2023Tehran, Tehran Province, Iran• Supervised a 4-member data science team, ensuring project delivery on time.• Formulated and implemented a bump suggestion model, increasing sales bump efficiency from 1.5%to 5%.• Designed a search engine using TF-IDF and cosine similarity for optimized content retrieval.• Engineered a car price prediction model using XGBoost, achieving 95.5% accuracy. -
Senior Data ScientistBama.Ir Sep 2021 - Jul 2022Tehran, Tehran Province, IranOne of the largest car buying and selling platforms in Iran (like Carvago.com and Mobile.de in Europe) with more than 30 million website visits last year and 1 million app downloads in the markets. •Modeled a system to predict the price of the next day of the ad, which was 94.5% accurate in the first stage, and by improving it in the next stages, the accuracy reached 95.5%. For this purpose, I used the historical data, dollar price, and static and variable features of the vehicles. I implemented the model by CatBoost.
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Senior Data ScientistHamrah Mechanic Jan 2021 - Sep 2021Tehran, Tehran Province, Iran• Engineered an RF model for Car Sales Price Prediction, achieving a 6.2% error rate, and deployedan API with Flask.• Designed interactive dashboards to monitor KPIs like MAPE and coverage. -
Data Mining ConsultantDiver دایور Nov 2020 - Jan 2021Tehran, Tehran Province, IranThe Diver is a startup in the field of mobile payment and fintech. I designed a system for them that is sensitive to suspicious users and alerts the admin. The main basis of the work was the use of each user's data, and the amount of anomaly for the user was calculated in different categories, and these scores were added together. -
Senior Data ScientistSnappfood May 2019 - Dec 2020Tehran, Tehran Province, Iran• Constructed a data warehouse with 6 marts, optimizing queries and pipelines for better data indexing.• Predicted next-purchase times using historical data and 3-sigma limits to improve retention.• Launched a recommendation system with matrix factorization for 900K users
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Data ScientistChamedoon Jan 2019 - Aug 2019Tehran, Tehran Province, IranChamdoon was the first Iranian company to predict flight prices using artificial intelligence. •Collection of historical data using existing API •ETL and cleaning of collected data •Modeling the price of a flight with RF for the next 21 days with 82% accuracy •Create API to get results of the next 21 days' price -
Data ScientistMcihub Oct 2017 - May 2019Tehran, Tehran Province, IranMCIHUB is a company between Hamrah Aval (MCI) and Shahid Beheshti University, which works as a partner in the artificial intelligence and acceleration of Hamrah Aval (MCI). As a data scientist, I performed the following tasks: •Analyzing the data in the company using Python •Designing management dashboards (5 dashboards for 2 stakeholders) •Analysis of the company's telegram bots to increase engagement -
Junior Data ScientistYaas Arghavani System Engineering Jan 2017 - Sep 2017Tehran, Tehran Province, IranI was a member of Mellat Bank's big data project, as a data scientist, we were solving the bank's problems using machine learning methods. These issues included the following: •Fraud and anomaly detection in various areas of the bank, such as dummy deposits, cashless checks, and anomalies in transactions. •Churn prediction with RF model and using historical user data (accuracy = 79%) •Customer segmentation with RFM and K-Means model -
Business Intelligence DeveloperParseh Group Mar 2016 - Feb 2017Tehran, Tehran Province, IranDevelopment of business intelligence services for clients of various industries •Holding meetings for customer requests and their needs assessment •Providing the most relevant and best KPI for existing problems •Developing and implementing ETL processes with Clover ETL and SSIS •Data visualization and dashboarding by Tableau (over 50 dashboards) •Analysing Customer basket with data mining (over 1 million records) -
Software ProgrammerSevensoft Oct 2014 - Mar 2016Tehran, Tehran Province, IranImprovement and development of existing software in the field of sales, after-sales, and warehouse of the automotive industry •Meeting with customers to understand the issues •Database implementation and change •Programming new needs and customer-requested changes •Improve database performance •Initial demo of the software
Iman Abbasi Skills
Iman Abbasi Education Details
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Information Technology -
Information Technology -
High School Diploma
Frequently Asked Questions about Iman Abbasi
What company does Iman Abbasi work for?
Iman Abbasi works for Snappfood
What is Iman Abbasi's role at the current company?
Iman Abbasi's current role is Data Science Team Lead at SnappFood.
What schools did Iman Abbasi attend?
Iman Abbasi attended University Of Tehran, University Of Isfahan, National Organization For Development Of Exceptional Talents (Sampad).
What skills is Iman Abbasi known for?
Iman Abbasi has skills like Fraud Detection, Cloudera, Pandas, Scikit Learn, R, Data Warehousing, Social Network Analysis, Anti Money Laundering, Data Science, Mongodb, Predictive Modeling, R (Programming Language.
Who are Iman Abbasi's colleagues?
Iman Abbasi's colleagues are Amir Hossein Ghasemi, Vahid Vaezinia, Maysam Maleki, Mohammad Ali Azizi, Hoda Arooni, Morteza Halimi, Hosein Maher.
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Iman Abbasi
Phd In Industrial Management. Worked In Planning Management And Lecturer At The UniversityAhwaz1nioc.ir -
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Iman Abbasi
Iran
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