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RpM-999/README.md

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I'm Rupam Mondal, a data-focused engineer turning messy datasets into products that ship. I care about dependable analytics, ML-first applications, and automation that scales with teams.

Focus: production-ready data pipelines, ML systems, and AI-powered copilots.

Looking for: data/ML/AI engineering roles where I can deliver end-to-end analytics workflows and machine-learning products.

Education Highlights
B.Tech CSE (AI & ML) University of Engineering and Management, Kolkata
GPA 8.64 (till 6th sem) • 2022‑2026
Higher Secondary Sree Ramakrishna Sishutirtha High School
Science • 81.8% • 2021‑2022
Secondary Patha Bhavan Dankuni
81.5% • 2020

Programming & Scripting

Language Proficiency
Python logo Python
DSA ,Primary scripting, analytics & ML
90% proficiency
90%
R logo R
Statistical modelling
60% proficiency
60%
C language logo C
Foundational programming concepts
60% proficiency
60%
Java logo Java
OOP fundamentals
30% proficiency
30%

Databases

Database Proficiency
SQL Server logo SQL Server
T-SQL, stored procs, performance tuning
90% proficiency
90%
Postgres logo Postgres
Schema design & query optimization
60% proficiency
60%
MongoDB logo MongoDB
Document modeling & aggregation
60% proficiency
60%

Data Engineering and Warehousing

Platform Proficiency
Databricks logo Databricks
Delta pipelines & collaborative notebooks
60% proficiency
60%
Azure Data Factory logo Azure Data Factory
Ingestion orchestration & mapping data flows
60% proficiency
60%
dbt logo dbt
Modular SQL transforms & testing
60% proficiency
60%
Snowflake logo Snowflake
Warehouse modeling & usage monitoring
60% proficiency
60%
Delta Lake logo Delta Lake
ACID tables & time travel patterns
30% proficiency
30%

Data Analysis and Business Intelligence

Tool Proficiency
Tableau logo Tableau
Interactive KPI dashboards & storytelling
90% proficiency
90%
SQL server logo SQL for Analytics
Complex joins, window functions, CTEs
90% proficiency
90%
Pandas logo Pandas
EDA, feature engineering & time-series
90% proficiency
90%
NumPy logo NumPy
Vectorized computation & optimizations
90% proficiency
90%
Matplotlib logo Matplotlib / Seaborn
Custom visual narratives & analytics
90% proficiency
90%
Excel logo Excel / Power Query
Dashboards, pivots & automation
60% proficiency
60%

Machine Learning & AI

Framework | Workflow Proficiency
Scikit-learn logo Scikit-learn
Model development, tuning & evaluation
90% proficiency
90%
PyTorch logo PyTorch
Prototype deep nets & experimentation
60% proficiency
60%
LangChain logo LangChain
LLM chaining, tools & retrieval
60% proficiency
60%
Hugging Face logo Hugging Face Hub
Model hub, inference API integration
30% proficiency
30%
n8n logo n8n Workflows
Automation & AI agent orchestration
30% proficiency
30%
Crew AI logo CrewAI
Multi-agent collaboration design
30% proficiency
30%

Dev Tools & Platforms

Toolchain Proficiency
Git logo Git
Branching, PR workflow & release hygiene
60% proficiency
60%
GitHub logo GitHub
Actions, project management & docs
60% proficiency
60%
Docker logo Docker
Local container builds & deployment
60% proficiency
60%
VS Code logo VS Code
Remote dev containers & notebooks
90% proficiency
90%
Google Colab logo Google Colab
Rapid experimentation & demos
60% proficiency
60%
Kaggle logo Kaggle
Competitions, datasets & notebooks
60% proficiency
60%
PowerShell logo PowerShell
Automation scripts & admin tasks
60% proficiency
60%
Linux logo Linux
Shell scripting & server management fundamentals
60% proficiency
60%

Cloud Platforms

Cloud Proficiency
Azure logo Microsoft Azure
Synapse, Storage, Functions, Cosmos DB basics
60% proficiency
60%
AWS logo AWS
S3, Lambda, Glue & SageMaker foundations
60% proficiency
60%

LeetCode Highlights

LeetCode Stats

HackerRank Profile

HackerRank Badge
HackerRank Badges

Contribution Snake

Neon Snake


Heart Disease Prediction (ML)

  • 🧠 Built ML model to predict heart disease risk from clinical features

  • 🧹 Performed EDA, feature engineering , create ML-pipeline , ML-model training , ML-model evaluation , Model-inferencing

  • 🛠 Python • Scikit-Learn • Pandas • Matplotlib • Streamlit

  • 🔗 Repo: Link


Facial Recognition Based Attendance Management System(AI)

  • 🧠 A comprehensive student attendance management system that leverages facial recognition technology to automate student attendance tracking.

  • 🧹 Student Form for registration

    • student will fill his/her personal information and student face images

    • student informations and enbeddings of students faces are temporarily stored in Google sheet

  • 🧹Admin Panel

    • admin can control the opening and cloasing of the student registration form , after filling up the form by all the students admin push the student informations (which are temporarily stored in google sheet) in database personal informations are stored in the supabase(RDB) and embedding are stored inside Qdrant(VDB) , during pushing information student get their enrollment number in thier email (which they give during fill up the form)

    • admin can create new depaertment(dep_id,dep_name,dep_hod_name,dep_hod_mail) , update department information

    • admin can select duration(1-month) and department , during this duration student attendence list with %-of attendence of each student will send to the respective HOD's mail

  • 🧹Give Attendence

    • student stand infront of camera it autometically detect face after that generate embedding and search (semantic searching : cosine similarity) in Qdrant database and and show the Student name , deparment name of the closest similer embedding if the student press 'confirm' button then his/he attendence will be recorded , if (face not recognized / other students information retrived) then student should press cancel button and contact with the admin(technical team of college)
  • 🛠 Python • Pytorch • Supabase(RDB) • Qdrant(VDB) • Google Sheet • Streamlit

  • 🔗 Repo: Link


Badge Certification Platform Year Proof
Python for Data Science badge Snowflake Data Warehouse Snowflake 2025 coming soon
Google Advanced Data Analytics badge Google Advanced Data Analytics Professional Certificate Coursera 2025 coming soon
Deep  Learning Specialization badge Deep Learning Specialization Coursera 2025 coming soon
Artificial Intelligence Fundamentals Badge Artificial Intelligence Fundamentals IBM 2025 coming soon
Fandamentals of Agents Badge Fandamentals of Agents Hugging Face 2025 coming soon

       


"Data is powerful — but only for those who know how to read it."

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