Academia

⬇️ To Download my Resume as PDF, Visit: github.com/sanjib-sen/resume

Table of contents

📚 Education

BSc. in Computer Science and Engineering

BRAC University, Dhaka – (Apr. 2019 - Jan. 2023)

CGPA: 3.67 Merit-Based Scholarship VC’s List

Aced Courses: Object Oriented Programming, Data Structures and Algorithms, Computer Networking, Software Engineering, Database Systems, System Analysis and Design, etc.

📜 Publications

• [Under Review] (Heliyon - Q1) (ML) Unveiling Shadows: A Data-driven Insight on Depression among Bangladeshi Students (First Author)
• [IEEE-ESCI-2023] (Ml-NLP) Techniques to Estimate the Status of Legal Proceedings Considering Sequential Text Data (Accepted) (Second Author)
• [WIP] (ML) Improving the accuracy of ensemble components using stacking

🏢 Conferences

ESCI 2023

5th IEEE International Conference on Emerging Smart Computing and Informatics - (Mar. 2023) - Pune, India

• Virtually presented research paper on Estimating the Status of Legal Proceedings using Sequential Text Data

NSYSS 2021

9th International Conference on Networking, Systems and Security - (Dec. 2021) - Cox’s Bazar, Bangladesh

• Presented a paper on the topic of Fighting Depression: Psychological Approaches among Bangladeshi Students

• Our student poster on the same topic was selected as one of the Top 10 student posters

👩🏻‍💻 Experience

Software Engineer

Technometrics – (Feb. 2024 - ) - Dhaka, Bangladesh

Python Machine Learning NLP RIVA Nemo ASR

• Engineered a horizontally and vertically scalable Automated Speech Recognition system, integrating Celery for task queuing, tracking, and monitoring, ensuring efficient and robust performance of the diarizer, punctuation, capitalisation, topic classification, and NER models
• Built and deployed Bangla Automatic Speech Recognition (ASR) models using Nvidia Riva
• Implemented speaker diarization using Nvidia Nemo toolkit and Titanet model for detecting and distinguishing between multiple speakers in audio recordings
• Utilized the Flair library and BanglaBERT model for topic classification and named entity recognition (NER)
• Applied Nvidia Nemo NLP for automatic punctuation and capitalization

Research Assistant

Computing for Sustainability and Social Good (C2SG) Lab, BRACU - (Apr. 2021 — Jul. 2023) - Dhaka, Bangladesh

LaTex Scikit Pandas Numpy Tensorflow Python

• Designed and distributed a comprehensive survey to gather data on Mental Health during COVID-19 among Bangladeshi university students to build a dataset of around thousand data
• Created a script that generates Random UIDs and integrates with Google Forms using Google App Script to preserve anonymity among volunteers and track their progress while submitting consecutive forms
• Executed data cleaning, outlier removal, encoded with One Hot Encoding, and utilized heatmap to analyze correlation between features to prepare datasets for machine learning models
• Trained various machine learning classifiers, including SVM, KNN, GNB, DT, RFC, etc. with cross-validation

Teaching Assistant

BRAC University – (Sep. 2021 - Apr. 2022) - Dhaka, Bangladesh

Python Google App Script Selenium Tkinter Web Scraping LaTex

• Created Python Automation Scripts with Google Sheet API integration to extract obtained marks from Students’ answer scripts and automatically upload them to the official Google Sheet Document saving 10+ hours of weekly work for every teacher and teaching assistant
• Created a Python script that automatically checks students’ Python code for plagiarism and then matches the outputs of their program with the actual result for accuracy
• Created GUI Apps for 10k students to track assessment deadlines and download lectures from registered courses
• Made YouTube Videos on many different topics to help the students regarding their coursework
• Created chatbot for Student Management with Google Sheets and Discord Integration

Academic Instructor

BUCC Academy - (Sep. 2020 — Aug. 2021) - Dhaka, Bangladesh

Python OOP Data Structures Algorithms Operating Systems

• Taught 60+ students the concept of Programming, Python, OOP, Data Structures, Algorithms, Operating Systems, and Linux
• Took classes on competitive programming, Operating Systems and problem-solving

👑 Mentorships

Professional Mentor

University Of Birmingham – (Sep. 2023) - Birmingham, United Kingdom

SWE Career IT Programming Tutorship

• Reviewed Final-Year Student Projects and provided suggestions and career insights as an Industry Professional

Student Mentor

BRAC University – (Aug. 2021 - Dec. 2022) - Dhaka, Bangladesh

LaTex GitHub Markdown Python Flask

• Have done mentorship of 70+ students relating to course selection, career suggestion, academic result improvement, inspiration, and mental health
• Created a Knowledge Base portal for students so that they can collect coursework and study resources from one place

Director

BRAC University Computer Club – (Apr. 2019 - Aug 2022) - Dhaka, Bangladesh

Leadership Time Management Event Hosting & Management HRM Flask GitHub

• Hosted Iranian Geometry Olympiad (2020), Nationwide Competitive Programming, Gaming, Critical Analysis, Photography contest, Workshops, and Webinars
• Created, Distributed, Managed, and Monitored Problems and Submissions for the Competitive Programming Contest where more than 1500 students participated from different universities
• Managed 500+ club members, 70 Executives, and 30 Senior Executives
• Took workshop on Git, Linux, OOP, and Publication Writing in front of 500 audience

🤖 Projects

See Projects

🛠 Skills

ML/AI/DS: scikit, NumPy, pandas, NLP, OpenCV

Languages: Python, TypeScript, JavaScript, HTML5, LaTex, SQL

Frameworks: NextJS, FastAPI, Django, Flask,

Libraries: React, PyQt5, TailwindCSS, Prisma, Tkinter, Selenium

Cloud: Docker, AWS, Firebase

Others: Git, Linux, Web Scraping, Automation, CI/CD, etc.

🥳 Achievements

• (2023) Top 10: Unveiling Shadows: A Data-driven Insight on Depression among Bangladeshi University Students journal got listed on SSRN’s Global Top Ten download list in Psychiatry Journals category with 109 downloads and 216 views
• (2022) Top 5: Btechwhiz - Inter-university talent hunt program by Bkash out of more than 800+ candidates
• (2021) Top 10: Student Paper got selected, invited, and presented to the 8th International Conference on Networking, Systems and Security
• (2021) Champion: Competitive Programming Contest Organized by Sohopathi, out of 3500 candidates
• (2020, 2021) Top 3: Intra-University Competitive Programming Contest, BRAC University
• (2019) Champion: Technology-based Article Writing Competition, MSW Science Fest, out of 150+ submissions
• (2017) Champion: TechMania (Technology Based Quiz Competition), BMARPC Science Fest, out of 750 students

▶️ Videos

• (NLP) Usage of Unix tools for Crude Tokenization and Normalization
• (NLP) Usage of Lexicons for Sentiment, Affect, and Connotation
• (NLP) Techniques to Estimate the Status of Legal Proceedings Considering Sequential Text Data
• (NLP) (Paper Review) Usage of Unix tools for Crude Tokenization and Normalization
• (LaTeX) (Bangla) WebLaTex Enjoy VSCode + Latex + Git from your browser

📄 Articles and Stories

• Ram Optimization: How Random Access Memory works in different Operating Systems
• ARM Architecture: Could this be the future of computing?
• 600 Mile Distance: A real-life story on how a scripting algorithm for an SMTP server can seriously affect humankind (Written in a comedic way)
• Windows and Security in 2020: How to secure your Windows PC from Viruses, Trojans, Ransomware, and Malware.