Mahdee Mushfique Kamal

Mahdee Mushfique Kamal

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Curriculum Vitae

Table of Content

Skills

  • Programming: C, C++, Python, Java, Javascript, R, Bash
  • Packages: Scikit-learn, Keras, LangChain, Numpy, Pandas, Seaborn, Matplotlib, PyTorch, BioPython
  • Database: BigQuery, Oracle PL/SQL, postgreSQL, MongoDB, SQLite, Redis, ElasticSearch
  • Web Development: FastAPI, Flask, Django, HTML, Bootstrap4, Jekyll
  • DevOps: Git, Docker, Google Cloud Platform

Experience

ELELEM Artificial Intelligence Ltd, London
Software Engineer, AI ; Apr 2024 - Present ; Remote

  • Designed and implemented an LLM-powered crawler and scraper using LangChain, retrieving answers from base URLs with a median response time of 4 seconds and 5.6 page visits per query.
  • Collaborated on designing and implementing the ELELEM Snippet API to retrieve snippets from curated websites using Elastic Hybrid Search, FAISS, and Vertex-AI Rerankin, achieving a median retrieval time of 200 ms for over 100K documents.

Concured Ltd, London
Junior Data Engineer (Part-time) ; Apr 2023 - Mar 2024 ; Remote

  • Co-designed and built the Concured Beacon API, a data pipeline to capture and analyze 4M+ monthly user interaction data, utilizing BigQuery to derive session metrics such as average session duration, length, and click-through rates.
  • Co-developed and maintained the Concured Recommendation API using FastAPI, MongoDB, and BigQuery, efficiently handling 200K+ requests per week. Integrated caching of static recommendations using Redis, reducing average latency by 30%.

Concured Ltd, London
Software Development Intern ; Nov 2022 - Mar 2023 ; Remote

  • Developed automated tests for backend systems using Postman & Pytest, implemented log-based metrics and alerts in GCP, leading to improved system monitoring and achieving 99.99% reliability.
  • Contributed to the incremental development of backend systems using Python and MongoDB, creating over 30+ pull requests to enhance system functionality.
  • Developed BigQuery-based analytics and dashboards using LookerStudio to evaluate 20+ metrics & machine learning model performance in A/B testing, resulting in enhanced analytics-driven insights.

cBLAST, University of Dhaka
Bioinformatics Research Trainee ; Oct 2021 - Feb 2022

  • Analysis of Local Distribution of Short Sequences (LDSS) in the promoter region using BioPython.
  • Differentially Expressed Genes & Metabolomic Pathway Analysis using Pandas, Numpy and statistical methods.

Education

Bangladesh University of Engineering and Technology ; Apr 2019 - June 2024

  • Bachelor of Computer Science and Engineering ; CGPA: 3.40/4.00
  • Relevant Coursework: Object Oriented Programming, Data Structure & Algorithm I & II, Algorithm Engineering, Software Engineering, Information System Design.

Publications

  • Mahdee Mushfique Kamal, Sujoy Das, and Md. Saidur Rahman. 2024. Generating Scale-Free Caterpillar and Series-Parallel Networks - accepted for publishing in ICCA 2024: Proceedings of the International Conference on Computing Advancements.

Scholarships

  • Board General Scholarship in Higher Secondary Certificate. (2019- 2023)
  • University Technical Scholarship. (2019 - 2020)

Achievements & Leadership

  • 1st Runner Up, IEEE International Signal Processing Cup - 2023 link
    Developed a ML model to classify Schizophrenia and Bipolar Disorder patients using rsf-MRI data, achieving a competitive accuracy of 69.02%. Applied ANOVA testing and SMOTE techniques to address high-dimensional, imbalanced, and noisy data, improving baseline accuracy by 11.3%.

  • Champion, DU-IIT HackTheVerse (DevOps) Hackathon 2023 github
    Collaborated in building a highly scalable income tax information collection system using AWS, Next.js, Terraform, and FastAPI. Solely responsible for designing and managing the backend, AI integration, and monitoring components.

  • General Secretary, BUET Debating Club, 2023-24
    Organized BUETDC Nationals 2023, the 15th Inter-Faculty Debate Tournament, and the BUETDC Eco-Champs Case Competition. Led efforts in sponsor outreach, budgeting, and coordinating with teams and judges from over 100 institutions.

  • Publication Secretary, BUET Debating Club, 2022-23
    Assisted in publishing BUETDC’s annual magazine Boidurjo by conducting 3 interviews, shortlisting 100+ articles, and editing 10+ content.

  • Champion, 9th National Inter-University Environment Debate Championship 2022.

  • Finalist, 3rd Novice Break, Pre-ABP by Bangladesh Debate Council, 2020.

  • National Champion of “National Energy Day-Speech Competition, 2015”, awarded by Mohammad Abdul Hamid, the honorable President of Bangladesh.

  • National Champion,Debater of the final of “International Womens’s Day Debate Fastival 2017” , organized by UN FAO and awarded by Sue Lautze, Country Director, UN Food and Agriculture Organization. View Details

Certifications

  • Google Cloud Big Data and Machine Learning Fundamentals on Coursera
    Achieved a 96.33% grade while gaining expertise in the data-to-AI lifecycle on Google Cloud, building ML pipelines with Vertex AI and AutoML, Dataflow, and Pub/Sub. Verify

  • Python Specialization by University of Michigan on Coursera
    Covered data structures, networked application program interfaces, databases, and developed a Capstone Project for data retrieval, processing, and visualization. Verify