About me
A Machine Learning Engineer and a Data Analyst from 📍Bangladesh helping Startups & Companies building real world End-to-end AI Products with sustainable and scalable systems while ensuring effective communication and real impact with Data Science, Generative AI and Computer Vision expertise.
My experiences
MelaninMD
Machine Learning Engineer
➡️ Developed Machine Learning Model(CNN) to Detect Skin Diseases for people of colors.
➡️ Gathered almost 8,000(45+ types) Skin Diseases image data to train the classification mode
➡️ Model evaluation and Parameter Tuning for accuracy.
➡️Developing Full Stack ’Skin Dermatology(Android/ios) App’.
Liberate Labs, Bangladesh
AI Engineer Intern
➡️Retrieve and store ”Burger King’s” Employee data using API.
➡️Built an AI Agent to perform Advanced Analysis on the stored data.
➡️Fine-tuning and Prompt Engineering instructions for optimizing AI Agent’s performance.
➡️Create a Chatbot UI System to interact with the AI Agent.
Berkeley Research Group
Data Analyst
➡️Achieved a 50% reduction in monthly report processing time through the enhancement of reporting tools(Excel & PowerBI) and automation.
➡️Provided 15 impactful recommendations for budgeting, forecasting, and modeling KPI metrics tracking, adopted by management within 24 hours.
➡️Created diverse dashboards, reports, and infographics, including HR Employee dashboard, Financial Module, Sales Dashboard, Supply Chain, ROI metrics evaluation for clients.
➡️Design, orchestrate, and analyze as well as manage & optimize dashboards with 99 % by quality through Knowledge Management Portal
➡️Expand 20% increase in users level and from entry-level analysts to specialist, collaborated with officials, Data Science team as well as Project Managers.
➡️Explore data analysis to identify trends, patterns, insights that can improve sales. 📊 Experience Highlights:
➡️Collaborated with clients to comprehend business needs, transforming them into actionable reports using Data Visualization Tools such as Tableau & Power BI.
➡️Teamed up with 5 cross-functional units, identifying improvement opportunities via in-depth analysis of key metrics (user acquisition, retention, and monetization).
➡️Developed 20 daily executive-level dashboards using Tableau and MySQL-based SQL queries. 🛠️ Technical Skills:
➡️Designed and Contributed in web scraping/ETL system for data extraction from online sources.
➡️Utilized Tableau and SQL to redefine and monitor KPIs related to marketing initiatives. 📈 Data-Driven Achievements:
➡️Analyzed data from 25,000 monthly active users of clients using Hubspot & Salesforce, guiding marketing and product strategies; achieved a 2x increase in average monthly sales.
➡️Interpreted data from 20+ sources in Business evaluation/analysis projects, identifying trends and patterns. Analyzed data of multiple patterns, leading to a remarkable 70% decrease in overhead costs.
COMPETE by PlayFuel
➡️ Developed a functional custom Machine Learning Model to Custom objects.
➡️ Gathered and pre-processed custom data to train the custom Computer Vision Model.
➡️Implementing features like: Real-time Object Detection, Fall Detection, Pose Estimation, Tracking, Angle Detection and Speed Estimation