Krishnendu Biswas

Credentials and education

Professional certifications, academic background across IIM Ranchi and IIT Madras, and verified technical skills backed by project artefacts.

Exams and certificates

  • Foundational Level in Programming and Data Science, IIT Madras

    Command-line tools, computational thinking, and advanced Excel.

    2023 · IIT MADRAS

  • Lean Six Sigma Green Belt, Grant Thornton

    Process improvement, the DMAIC method (define, measure, analyse, improve, control), operational efficiency, and Kaizen.

    2025 · DMAIC

  • Digital Supply Chain Twins using anyLogistix, IIM Mumbai

    Building simulation models of a supply chain and testing what-if scenarios in anyLogistix.

    2025 · SIMULATION

  • Microsoft Power BI Data Analyst Associate (PL-300), passed Jun 2025

    Proctored exam, passed 21 Jun 2025. The exam covered building data models, writing DAX formulas, preparing data in Power Query, and star schema design.

    2025 · PROCTORED

Academic achievements

  • Topper Badges in 7 of 14 courses, IIT Madras

    Awarded academic excellence topper badges in 7 of the first 14 courses of the BS Data Science and Applications Program at IIT Madras.

    2025 · TOPPER

  • Top 50 of 500 teams, Odoo × Paradox Hackathon

    Ranked in the top 50 teams at the 36-hour offline hackathon finals conducted at IIT Madras.

    2025 · TOP 10%

  • 3rd rank in Class X (ICSE)

    Secured 3rd rank across all school sections at St. Claret School Bishrail.

    2020 · ICSE

Education

Indian Institute of Management Ranchi

Integrated Programme in Management (IPM) · BBA 2025, second-year MBA student (Class of 2027)

Coursework in analytics, data modeling, operations, and business strategy.

Indian Institute of Technology Madras

BS Degree in Data Science and Applications, since May 2023 · Diploma in Programming completed (2026), Diploma in Data Science in progress

Core coursework in algorithms, data structures, application development, and database systems.

Kendriya Vidyalaya Malda (CBSE)

Class XII · Completed 2022

St. Claret School Bishrail (ICSE)

Class X · Completed 2020

Leadership

Corporate Relations and Placement Committee, IIM Ranchi

Senior Executive Member (2026); Executive Member (2025)

Global Rural Bootcamp Tech Lead

3K+ applicants, 8K+ platform users, 100+ active participants

Built the bootcamp website and its quiz platform.

Student Council, St. Claret School

Head Boy (2020)

Elected Head Boy in Class X.

Skills by evidence

Languages & Query
Python, R, SQL, DAX, TypeScript, Bash.
Machine Learning & NLP
scikit-learn, LightGBM, XGBoost, PyTorch, Hugging Face Transformers, PEFT (LoRA), Optuna, SVMSMOTE.
Analytics & Statistics
Multiple regression (OLS), logistic regression, chi-square test, Kruskal-Wallis, class-imbalance techniques, stratified k-fold cross-validation.
BI & Data Engineering
Microsoft Power BI (PL-300, passed Jun 2025), Advanced Excel, star schema design, Power Query, ETL.
Software & Infrastructure
FastAPI, NestJS, Flask, Docker, SQLite, PostgreSQL, systemd, Git, Linux server administration.
Methodologies & Frameworks
Lean Six Sigma Green Belt (DMAIC), PRISMA systematic literature review, multi-agent orchestration with human approval gates.