sifat montha
@sifatmontha
I build data pipelines, predictive models, and AI-powered backend systems for scalable products.
BangladeshWhat I'm looking for
At Pocket e-Wallet, I built and maintained SQL and Python data pipelines for 1M+ transactional records, created KPI dashboards in Tableau and Power BI, and automated weekly reporting to save 20 hours per month. My churn models improved customer retention by 10%, while transaction analysis helped raise conversion rates by 15%.
I'm now building production-oriented NestJS APIs, PostgreSQL and Prisma data models, Redis and BullMQ background jobs, and OpenAI-powered RAG workflows with pgvector. I bring hands-on data engineering and machine learning experience to teams building AI-powered SaaS products.
Experience
Work history, roles, and key accomplishments
Senior Member & Mentor
NSU Computer Club
Jan 2019 - Present (7 years 9 months)
Organized hackathons and coding bootcamps for 200+ students, leading technical workshops on algorithms, data structures, and applied ML. Mentored junior members in Python, algorithms, and data engineering fundamentals.
Data Analyst
Pocket e-Wallet
Jun 2024 - Jun 2025 (1 year)
Designed and maintained end-to-end data pipelines processing 1M+ transactional records using SQL and Python. Built predictive ML models for customer churn reduction, improving retention by 10% and contributing to a 15% increase in conversion rates.
Education
Degrees, certifications, and relevant coursework
DeepLearning.AI
Specialization, Machine Learning
Machine Learning Specialization from DeepLearning.AI, completed in 2023.
Coursera
Professional Certificate, Data Analytics
Google Data Analytics Professional Certificate from Coursera, completed in 2022.
North South University
Bachelor of Science, Computer Science & Engineering
2015 - 2022
Grade: 2.50/4.00
B.Sc. in Computer Science & Engineering from North South University, Dhaka, Bangladesh, from 2015 to 2022. CGPA: 2.50/4.00.
Saint Joseph College
Higher Secondary Certificate, General
Grade: 5.00/5.00
Higher Secondary Certificate (HSC) from Saint Joseph College, Dhaka, Bangladesh, completed in 2013. GPA: 5.00/5.00.
Noakhali Zilla School
Secondary School Certificate, General
Grade: 5.00/5.00
Secondary School Certificate (SSC) from Noakhali Zilla School, Noakhali, Bangladesh, completed in 2011. GPA: 5.00/5.00.
Availability
Location
BangladeshAuthorized to work in
Salary expectations
Skills
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