Aswin Candra Email & Phone Number

Jakarta, Indonesia

Jakarta, Indonesia

- Building chatbot’s dialogue management system that will be fully handled by using intent classification model, LLM, RAG, and lots of API integration- Replaced company’s own-crafted RAG to OpenAI Assistant for conversational AI model, which improved additional ~10% on correctness metrics- Enhanced company’s own-crafted RAG for conversational AI model by ~20% on correctness metrics

Jakarta, Indonesia

- Developed PQL (Product Qualified Leads) scoring model for the accounting product(Mekari Jurnal), using Optimal Binning and Logistic Regression methods.- Developed benchmarking model for existing Engagement Score model for theaccounting product (Mekari Jurnal), using Optimal Binning method.- Initiated proactive analysis for “BAU” internal users (Financial Services tribe) to boostdata-driven culture and improve decision making process.

Jakarta, Indonesia

Working for BOOYAH! App, Livestreaming & Community platform, which were focusing on gaining users traction, with the main metrics being day-2 retention.RESPONSIBILITIES: 1. Drive the teams including Community, E-sports, and Creator Partnership to perform their operation on top of the product with data-driven insights. Some taken actions:- Enhanced external exposure/marketing:• External apps (e.g. Garena’s games) in-app banners, in terms of more frequencies, attractive design, and clear CTA;• Google Play/App store banners and promotion video- Encouraged better community management:• Text channels arrangement and naming (which most prioritized channels that users should see at the first time and could attract them)• Users’ guide — how to explore across text channels inside a single club, or go to join other clubs• Moderators’ punctuality from event announcement until post-event activity pipeline.• Content and/or community activity selection that is most relevant to our user base and could make them stay longer in our app.- Fixed in-app banners and push notification misdirection so the users are directly directed to the relevant content.- Improved clubs recommendation engine to boost the number of joining clubs; operationally keep clubs that have similar context not too much so it couldn’t be too confusing for the users.2. Supporting the Product Discovery process by doing product analysis and customer research to elaborate the local market needs to the regional level.3. Involved in the Product Delivery process by performing QA in every product release.

Jakarta, Indonesia

• Designing & building data analytics foundation for Mekari’s new product line called Digital Financial Services; also a little team.• Performing some Python automation to help data-related operations. The most outstanding one for now: 20 similar requests/day on average.• Building Business Glossary to support Data Governance and across-teams alignment especially for Business & Product teams, using Airflow, Tableau REST API, and Notion API integration.

Jakarta, Indonesia

• Performed data ETL tasks in Airflow & AWS Athena environment from enormous data sources that come from various Mekari’s product lines.• Produced and presented analytic dashboard either for monitoring purpose or insight generation to support decision making using Tableau platform.• Contributed to several projects for data modeling using statistical and Machine Learning approaches to create prediction model, either for business analysis or as embedded model in end consumer’s product.

Jakarta Selatan, Jakarta, Indonesia

• Worked along with Product & Engineering team that focused on increasing NMV and NPS of Fabelio, one of the top Furniture & Interior Design Startups in Indonesia.• Developed and maintained the system using MERN (MongoDB, Express, React. Node.js) technology stack, which mostly related to the Supply Chain Management. In addition, get acquainted with Magento (E-Commerce) and Netsuite (ERP) technologies.• Strived to reduce lead time & cycle time and improving inventory accuracy, which will bring the increasing of NMV and NPS.

Tangerang

• Prepared and delivered materials for two classes in IS502 Data Engineering Course.• Prepared and delivered materials, also contributed to midterm and final assessment questions for one class in IS556 Web Design & Development Course.• Achieved 96.43/100.00 student & peer rating in average with Very Satisfactory grade.

Indonesia

Planned and developed more specifically for strategic website & social media content management. On that year, my job was more inclined to the strategic role. Skills involved: Project Management, Copywriting, Digital Marketing, SEO, etc.

Indonesia

Designed and developed a Web platform for United Movement Indonesia community to reach & engage more audiences.The tools that had used: WordPress CMS, Elementor WordPress Page Builder, Google AnalyticsSkills involved: HTML, CSS, PHP, UI/UX

Bekasi

Enhanced customer awareness to the one of beauty salon's brand which located in Bekasi and Tangerang, Indonesia named Beautyport. Made the social media content plans also designed it for their social media platform, i.e. Instagram feeds & story. The tools that had used: Adobe Photoshop, Adobe Illustrator, Adobe Premiere Pro, Adobe After Effect, Spreadsheets.