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Hi. This portfolio is not merely a 'personal journey', I define it as a journey for both you and me to find a truly rewarding partnership.
So. Shall we start writing our story?
Dear my partner,
If you are seeking a team member, a partner, or a collaborator to optimize performance and build a solid strategic foundation, I am ready to step in.
I combine a market-driven marketing mindset with data analysis skills to ensure that every plan is grounded in precise quantitative metrics and practical reality. Additionally, driven by a focus on optimization, I leverage AI Agents and automated workflows to replace tedious manual tasks with lean, intelligent processes.
For my 2026–2028 roadmap, I am dedicating my expertise to solving data challenges within the Fintech, E-commerce, Banking, and Agency sectors. I look forward to contributing strategically to our shared journey, ensuring your systems become more stable and efficient.
Wishing you a productive day and great success ahead.
Built an autonomous agent ecosystem using n8n for orchestration and LangChain for RAG-based task processing. Optimized workflows by replacing manual intervention with self-correcting AI loops.
Successfully transitioned from a labor-intensive 50-person HR team to a lean 15-person Strategic Core. AI Agents now handle 85% of repetitive administrative tasks 24/7.
Replaced tedious manual workflows with automated decision-making nodes, allowing the department to handle 5x workload volume with zero additional overhead.
Moving from labor-heavy operations to a 24/7 self-correcting AI ecosystem.
Leveraged a high-granularity dataset of 1,465+ verified products extracted via Amazon API & Keepa. Applied Log-MinMax Scaling to handle extreme outliers.
Combined K-Means for macro-segmentation and DBSCAN for noise detection. Identified "Hidden Gems" — products with high quality scores but low market penetration.
Ground Truth: Investment potential was labeled based on 12-month historical revenue CAGR and Alpha-momentum metrics.
Engineered a Growth Simulator to calculate the 'Tipping Point' — the exact review velocity needed to flip a product from 'Challenger' to 'Market Leader'.
Quantifying the shift from market-blind to data-driven investment.
Updates coming soon.
Updates coming soon.
Deep dive into Data Analysis within Finance and E-commerce. Upgrading core competencies in Machine Learning and AI to solve complex business challenges.
Transitioning into management roles. Focusing on designing, developing, and optimizing large-scale Business Cases for maximum strategic impact.
Retirement.