Maitreya Sameer Ganu

Hello! I'm Maitreya 👋, a Data Science enthusiast with an insatiable curiosity for uncovering stories hidden within data. My passion lies in leveraging Machine Learning , Analytical Research and Mathematical Statistics to solve complex, real-world puzzles. I believe data is a powerful tool for innovation, and I thrive on transforming raw numbers into meaningful insights that can drive decisions and spark change. What makes me good at it? A blend of relentless problem-solving, a creative approach to algorithms, strong mathematical and statistical foundations, great visualization of abstract concepts and a genuine love for the continuous learning journey that data science offers!

Work Hard in Silence, Let Success Make The Noise!
Don't be afraid to be different from others.

Home

Hey there! I'm Maitreya 👋

Welcome to my little digital home — I'm thrilled you stopped by to explore my journey and work!

I'm currently a Data Science Major at IISER Thiruvananthapuram, diving deep into the fascinating worlds of machine learning, data analysis, and cutting-edge research. My core passion is to tackle challenging real-world problems and discover how intricate data patterns and intelligent algorithms can illuminate complex scenarios and drive innovation.

My academic and personal journey has been a vibrant tapestry woven with threads of curiosity, creative problem-solving, and an unwavering commitment to continuous learning. Whether it's dissecting the behavior of complex networks, uncovering subtle patterns in human behavior, or simply experimenting with novel algorithms until a breakthrough occurs, I find immense joy in the process of discovery. I'm particularly captivated by projects that reside at the dynamic intersection of technology, human experience, and societal impact.

Beyond the realm of data and algorithms, I am an avid Tabla performer, finding rhythm and expression in classical Indian music. I also actively contribute to various student communities on campus, including the Placement Cell, CMIT, and the Math Club. For me, collaboration, fostering a rich cultural environment, and nurturing creativity are just as vital as analytical rigor.

This portfolio is a curated reflection of who I am: a dedicated learner, a passionate creator, and an individual constantly seeking growth and new horizons. Feel free to explore, connect, or simply immerse yourself in the narrative of my endeavors!

Education

BS-MS (Dual Degree), Data Science Major

IISER Thiruvananthapuram (Sept 2023 – Present)

Currently pursuing an integrated Master's program focusing on Data Science, building a strong foundation in statistical modeling, machine learning algorithms, and computational techniques.

FYBSc Statistics

Fergusson College, Pune (July 2023 – August 2023)

Briefly attended, gaining initial exposure to university-level statistics before transitioning to the integrated BS-MS program at IISER.

High School Graduate (Science Stream)

Sir Parshurambhau College, Pune (2021 – May 2023)

Completed higher secondary education with a focus on Physics, Chemistry, Mathematics, and Electronics. Secured 2nd rank in college.

Matriculation (SSC)

Sevasadan English Medium School, Pune (2008 – March 2021)

Completed secondary education, laying the groundwork for analytical and scientific pursuits.

Experience

Finance Coordinator, Club of Mathematics

IISER Thiruvananthapuram (2023 – 2024)

Managed merchandise financing and provided key administrative support during the prestigious Frontier Symposium in Mathematics, 2023, ensuring smooth financial operations.

Music Club Representative & Finance Coordinator

IISER Thiruvananthapuram (2023 – 2025)

Actively performed Tabla at various campus events and managed the Music Club's merchandise and financial activities, fostering cultural engagement.

Member, Placement and Career Promotion Cell

IISER Thiruvananthapuram (2025 – Ongoing)

Proactively reaching out to startups and established companies to facilitate campus placement opportunities and career development for students.

Internships

Cryptography Internship

IISER Pune (Under Prof. Soumen Maity)

  • Completed an intensive reading project focusing on public key cryptography.
  • Delved into advanced cryptographic techniques, security models, and their practical implications.
View Certificate

Community Detection & Network Analysis

IISER Thiruvananthapuram (Under Prof. Saptarshi Bej)

  • Executed a winter research project on community and network detection using modularity optimization on diverse graph structures.
  • Applied these techniques to real-world datasets including neural, protein, and road networks.
View Certificate

Hierarchical Bayesian Poisson Mixture Models

IISER Pune (Under Dr. Leelavati Narlikar)

  • Worked on clustering models for scRNA-seq and scATAC-seq data.
  • Implemented and benchmarked Hierarchical Bayesian Poisson Mixture Models.
View Certificate

Certifications

Kaggle: Python

Issued by Kaggle

Demonstrated proficiency in Python programming fundamentals for data science.

View Certificate

Kaggle: Introduction to Programming

Issued by Kaggle

Covered core programming concepts essential for data manipulation and analysis.

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Kaggle: Pandas

Issued by Kaggle

Mastered data manipulation and analysis using the Pandas library in Python.

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Kaggle: Data Visualization

Issued by Kaggle

Learned to create insightful and effective data visualizations using Python libraries.

View Certificate

Kaggle: Introduction to Machine Learning

Issued by Kaggle

Gained foundational knowledge of machine learning concepts and model building.

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Kaggle: Time Series Data Analysis

Issued by Kaggle

Explored techniques for analyzing and forecasting time-dependent data.

View Certificate

Finlatics: Data Analysis with Python

Issued by Finlatics

Developed skills in Python-based data analysis, statistical modeling, and visualization, with a letter of recommendation.

Certificate LoR

Kaggle: Introduction to Deep Learning

Issued by Kaggle

Acquired basic knowledge of neural networks and deep learning principles using TensorFlow.

View Certificate

Kaggle: AI Ethics

Issued by Kaggle

Explored crucial tools and frameworks for the ethical design and deployment of AI systems.

View Certificate

Projects

Hierarchical Bayesian Poisson Mixture Models

Summer Internship | Single-cell Data Analysis

Developed Hierarchical Bayesian Poisson Mixture Models for clustering scRNA-seq and scATAC-seq data with rigorous statistical modeling.

Report

Community Detection in Networks

Winter Internship | Network Science

Studied community detection using modularity optimization and applied methods to biological and infrastructure networks.

Report

Application of Modularity Analysis

Interdisciplinary Research | Network Analysis

Applied modularity-based analysis to protein interaction networks, neural networks of C. elegans, and road systems.

Report

Design of Experiments (DOE)

Statistical Modeling | Experimental Design

Explored classical and modern Design of Experiments techniques for statistical inference and optimal experimental planning.

Report

Stock Price Prediction

Machine Learning | Time Series

Implemented predictive models for stock price movements using machine learning techniques on financial time-series data.

Report

Temperature Prediction

Deep Learning | Time Series Forecasting

Used deep learning models for forecasting maximum and minimum temperatures based on historical climate data.

Report

Skills

Achievements

Hobbies & Interests

Languages Aあ

Volunteering

Portfolios

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