Abu Bakar Sayem

Building AI Agents for Local Businesses | Automating Workflows | NLP | Data Analyst | Kaggle Notebooks Master

I leverage cutting-edge technologies to discover trends and patterns from data. I build intelligent AI agents, automation solutions, and chatbots for marketing, sales, management and admin departments that automate tasks, improve efficiency, and enhance customer engagement. These tools save significant time, reduce operational costs, and allow management to focus on strategic initiatives.

Skills

Core Competencies

Building AI Agents

Workflow Automation

Machine Learning

Natural Language Processing

Retrieval-Augmented Generation (RAG)

Exploratory Data Analysis

Time Series Forecasting

Agile Project Management

Technical Skills

Languages & Libraries:

MySQL

BigQuery

Python

Numpy

Pandas

Matplotlib

Seaborn

Scikit-learn

Keras

TensorFlow

PyTorch

NLTK

Spacy

FastAPI

Tools & Technologies:

Langchain

LlamaIndex

Agno

CrewAI

Langfuse

Arize

n8n

Make.com

Tableau

Flourish

Git

GitHub

CI/CD Pipeline

Postman

Supabase

Pinecone

Qdrant

Redis

Apify

Firecrawl

ElevenLabs

Vapi

Retell AI

Google Analytics

Google Colab

Visual Studio Code

CRM & Project Management:

Airtable

Baserow

Notion

Jira

Trello

Asana

ClickUp

Experience

Research Data Analyst June 2024 - Present

International Institute of Law and Diplomacy Dhaka, Bangladesh

Developed a comprehensive database from scratch by executing data preprocessing and conducting feature engineering, utilizing Google Sheets and Pandas;
Created interactive charts and graphs using Matplotlib, Seaborn, Plotly, Canva, Flourish, and Tableau, effectively illustrating key insights and trends;
Produced interactive geographical maps using Flourish, effectively visualizing district-level data across Bangladesh;
Conducted various types of analysis, synthesized insights, and produced comprehensive reports, impacting decision-making processes and strategic planning.

Product Analyst June 2022 - May 2024

Techverse Dhaka, Bangladesh

Conducted comprehensive competitor analysis using Google Sheets, leading to improved strategic positioning and actionable market insights;
Developed data visualizations with Canva and Google Sheets and implemented digital marketing strategies, increasing product engagement and expanding customer reach;
Coordinated product development, design, and content management with Google Suite, spearheading project timelines and enhancing overall time management.

Field Investigator January 2022 - February 2022

Centre for Genocide Studies - University of Dhaka Dhaka, Bangladesh

Conducted in-depth interviews with over 100+ individuals representing diverse socio-economic backgrounds across Bangladesh;
Administered various puzzles to participants, successfully analyzing their responses to uncover nuanced perspectives on the subject matter;
Engaged in extensive discussions with participants, emphasizing Bangladesh's bilateral trade relations with other countries.

Team Lead, Bangladesh Operations October 2019 - February 2021

Youth Opportunitiesa Dhaka, Bangladesh

Administered the end-to-end process of opportunity management at Youth Opportunities using Google Sheets including sourcing, posting, assigning tasks among interns, reviewing, and publishing opportunities, resulting in a streamlined and efficient workflow;
Applied design skills with tools like Canva and PowerPoint to create visually appealing feature images for posted opportunities, contributing to increased engagement and user interaction;
Developed monthly performance dashboard using Canva and Google Sheets, integrating KPIs to illustrate monthly team performance and streamlining data visualization for actionable insights;
Managed the WordPress dashboard meticulously, utilizing Google Suite to ensure content accuracy before publication, contributing to a seamless and professional user experience.

Operations Intern September 2018 - September 2019

Youth Opportunitiesa Dhaka, Bangladesh

Published the latest national and international opportunities tailored for Bangladeshi youth, enhancing accessibility to valuable prospects for personal and professional growth;
Implemented an efficient tracking system using Google Sheets to organize and manage diverse opportunities, streamlining the process and ensuring timely information retrieval;
Supported the day-to-day operations of the Bangladesh team and earned recognition as the Intern of the Month in November 2018.

Education

Bachelor of Social Sciences in International Relations 2018 - 2022

University of Dhaka Dhaka, Bangladesh

Relevant Coursework: Quantitative Methods in Social Research/Statistics 101 - (Measures of Central Tendency, Measures of Dispersion, Correlation Analysis, Regression Analysis, Hypothesis Testing).

Portfolio

Amazon KDP Book Metadata Generator with LLM December 2025

Built an Amazon KDP Metadata Generator using Streamlit and LLM to automate the creation of SEO optimized book titles and high converting descriptions for self-published authors and KDP sellers;
Designed and implemented structured prompt engineering with LangChain to dynamically generate persuasive, Amazon ready book descriptions based on category, book size, total pages, keywords, and existing descriptions;
Developed a clean, user friendly web interface with secure API key handling, real time AI content generation, and formatted output optimized for direct publishing on Amazon KDP.

Chat with Your Documents December 2025

Built a Retrieval-Augmented Generation (RAG) application that enables users to upload PDF, DOCX, and TXT files and chat with their content using Google Gemini models;
Implemented semantic search with Gemini embeddings and FAISS vector database, including text chunking, indexing, and context-aware response generation via LangChain;
Developed an interactive Streamlit interface with model selection, progress tracking, chat history, and robust handling of API rate limits for reliable document analysis.

Impact of Air Pollution on Human Health March 2023

Analyzed specific causes of air pollution-related deaths, focusing on outdoor sources like transportation and industrial emissions. Along with household sources such as solid fuel usage for cooking and heating;
Identified regional disparities in death rates, emphasizing areas with a higher vulnerability to the adverse effects of air pollution;
Utilized technologies like numpy, pandas, matplotlib, seaborn, plotly, and race bar charts for a comprehensive analysis.

Trends and Insights of Global Tourism March 2023

Analyzed and compared metrics such as fatalities per million passengers, million passengers per fatality, hijacking incidents, fatal accidents, and fatalities to identify trends;
Developed a data-driven approach to enhance safety standards and improve the overall tourist experience by leveraging available information on air transport safety metrics;
Utilized technologies like numpy, pandas, matplotlib, seaborn, plotly, and race bar chart to analyze data and gain a profound understanding of the growth dynamics in the international tourism and air transport sectors.

Accomplishments

Courses and Certifications:

Machine Learning Specialization (Coursera) March 2024

Data Analyst with Python (DataCamp) February 2023

CareerX-19 (BYLC) June 2022

The Business Intelligence Analyst Course 2022 (Udemy) May 2022

Data Analysis Essentials Using Excel (Udemy) May 2022

Tableau 2020 A-Z: Hands-On Tableau Training For Data Science (Udemy) May 2022

Communication In The 21st Century Workplace (Coursera) November 2020

Fundamentals of Digital Marketing (Google Digital Garage) June 2019

Contact

South Bagichagaon, Cumilla.

abubakarsayem@proton.me

+880 1521 259649