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Software Engineer with 1+ years in Full Stack Development, Data Analysis & AI
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Versatile Software Engineer and Data Analyst with a strong dual foundation in full stack web development and data-driven problem solving. Expert in Python, Django, REST APIs, and relational databases (PostgreSQL, MySQL, MS SQL Server). Equally proficient in end-to-end data analysis using SQL, Pandas, NumPy. Proven ability to build scalable backend systems, configure application servers, automate workflows, and translate complex data into actionable business insights. Currently delivering enterprise-level services at Bergstrom Inc. through ASHIT, contributing across frontend backend engineering, database administration, data analysis, and technical documentation.
Dhaka University of Engineering & Technology (DUET)
Bachelor of Science · Computer Science & Engineering
November 1, 2021 – October 1, 2025
Thakurgaon Polytechnic Institute
Diploma · Computer Technology
July 1, 2015 – June 1, 2019
Bergstrom Inc.
Software Developer – Frontend, Backend & Data Analysis
May 1, 2025 – Present
Rockford, Illinois, United States
Cortex AI: Voice & Text-to-SQL Analytics Engine
June 30, 2026 – Present
Built a Text-to-SQL engine using LangChain and Groq (Llama 3.1) that dynamically translates natural language queries into optimized database execution scripts. Implemented a Database Router Agent that filtered relevant system schema metadata, reducing LLM token consumption by 80% and improving latency. Engineered an agentic retry loop to automatically fix flawed SQL statements at runtime, backed by a PostgreSQL session-based conversation memory layer. Integrated Groq Whisper for voice-to-text input, built background HTML report emailing, and enforced strict security guardrails to block unauthorized data-modification queries.
Personal Blog System
June 30, 2026 – Present
Production-deployed full-stack blog with admin panel, post management, and user authentication.
Doctor-Appointments
June 30, 2026 – Present
Production-deployed react Vite with doctor list appointments, cancel and management.
Book Store
June 30, 2026 – Present
Production-deployed react Vite with Read and wish list, cancel and management.
View ProjectSales Data Analysis
June 30, 2026 – Present
Conducted end-to-end data analysis using Python (Pandas, NumPy, Matplotlib) and SQL to extract actionable insights from large commercial product category datasets. Developed an automated data processing pipeline to identify top-performing SKUs and sales trends, delivering business insights that contributed to a 15% revenue insight improvement.
View ProjectCustomer Churn Analysis
June 30, 2026 – Present
SQL-based customer segmentation and churn risk modeling resulting in targeted retention strategy (10% churn reduction).
View ProjectMusic Store Data Analysis
June 30, 2026 – Present
Advanced SQL database analysis covering revenue by artist/genre, customer frequency, and geographic sales trends.
View ProjectRAMS Reliability Calculation
June 30, 2026 – Present
Complex RAMS (Reliability, Availability, Maintainability, Safety) calculation pipeline generating reliability reports from engineering datasets.
Data Science & Machine Learning
Ostad
June 1, 2026 – Present
Meta React Certification
Coursera / Meta
June 1, 2026 – Present
SQL Databases
Professional Certification
June 1, 2026 – Present
SQL Server Administrator
Udemy Certification
June 1, 2026 – Present
SQL Basic
Hacker Rank
August 1, 2024 – Present
Cultural Fit Analysis
The candidate's project diversity, ranging from full-stack web applications to advanced AI/data analytics engines, demonstrates a broad interest and adaptability. The involvement in a volunteer organization and programming contests indicates a collaborative spirit and a drive for continuous learning. The target role of 'Software Engineer' aligns well with the candidate's combined expertise in frontend, backend, and data analysis, suggesting a good cultural fit for a dynamic technical environment.
Soft Skills & Operational Fit
The candidate's resume highlights experience in Agile/Scrum sprints and authoring technical documentation, indicating good operational fit and collaboration skills. The diverse project portfolio suggests a proactive and problem-solving attitude. However, without specific psychometric test results, a deeper assessment of stress handling and team collaboration is not possible.