• Home
  • Background
  • Projects
    • Animal Rights Viz
    • Store Sales Analysis
    • Professionals in Data
    • Bike Sale Excel Dashboard
    • Document QA - Langchain
    • Summarizer - LangChain
    • COVID-19 Data Analysis
    • Spotify Data Analysis
    • Global Economy Analysis
    • Movies Correlation DA
    • Housing Data Cleaning
    • Airbnb Data Analysis
  • Github Repository
  • Tableau Viz
  • More
    • Home
    • Background
    • Projects
      • Animal Rights Viz
      • Store Sales Analysis
      • Professionals in Data
      • Bike Sale Excel Dashboard
      • Document QA - Langchain
      • Summarizer - LangChain
      • COVID-19 Data Analysis
      • Spotify Data Analysis
      • Global Economy Analysis
      • Movies Correlation DA
      • Housing Data Cleaning
      • Airbnb Data Analysis
    • Github Repository
    • Tableau Viz
  • Sign In
  • Create Account

  • My Account
  • Signed in as:

  • filler@godaddy.com


  • My Account
  • Sign out

Signed in as:

filler@godaddy.com

  • Home
  • Background
  • Projects
    • Animal Rights Viz
    • Store Sales Analysis
    • Professionals in Data
    • Bike Sale Excel Dashboard
    • Document QA - Langchain
    • Summarizer - LangChain
    • COVID-19 Data Analysis
    • Spotify Data Analysis
    • Global Economy Analysis
    • Movies Correlation DA
    • Housing Data Cleaning
    • Airbnb Data Analysis
  • Github Repository
  • Tableau Viz

Account


  • My Account
  • Sign out


  • Sign In
  • My Account

Kranthi Kiran Jalakam

Kranthi Kiran JalakamKranthi Kiran JalakamKranthi Kiran Jalakam



Data Analyst | Data Scientist | Machine Learning Engineer


Welcome to my Portfolio Website

About Me

A dedicated data scientist, based in Halifax, Nova Scotia, who has a deep seated passion for harnessing the power of data in creative and meaningful ways. In addition to a Masters in Computer Science, I've been able to explore my keen interest in the realm of data science through impactful and innovative projects.

View Complete Background

Projects

Analyzing Global Animal Rights

Professionals in Data Analysis with Dashboard

Store Sales Analysis and Dashboard

Visualized and analyzed animal rights across 67 countries utilizing various indicators such as meat consumption and recognition of animal sentience and suffering. Developed dashboards in Google Looker Studio and Tableau with similar functionality across both platforms.

View Project

Store Sales Analysis and Dashboard

Professionals in Data Analysis with Dashboard

Store Sales Analysis and Dashboard

Created a Power BI dashboard exploring a dataset consisting of transactions from various stores across the country. Looked into KPIs such as revenue, profit, best performing products and created extensive visualizations depicting various insights and trends.

View Project

Professionals in Data Analysis with Dashboard

Professionals in Data Analysis with Dashboard

Professionals in Data Analysis with Dashboard

Utilized Power BI to analyze a dataset consisting of survey responses of 600+ data professionals based on various factors such as salary, industry, transition into data and so on. Developed a comprehensive dashboard showcasing diverse trends and metrics concerning the data field.

View Project

Bike Sales Dashboard with MS Excel

Document Question Answering with LangChain, OpenAI and FAISS

Professionals in Data Analysis with Dashboard

Created a dashboard  on MS Excel to analyze and visualize bike sales from various regions based on diverse attributes such as income, occupation type and age group. Cleaned and transformed the dataset on Excel, while utilizing pivot tables for the visualizations.

View Project

Document Question Answering with LangChain, OpenAI and FAISS

Document Question Answering with LangChain, OpenAI and FAISS

Document Question Answering with LangChain, OpenAI and FAISS

Web Application on Python with Streamlit that can answer user questions based on documents (pdf and docx) uploaded to the application using LangChain and OpenAI. FAISS (Facebook AI Similarity Search) is used to store embeddings and search the embeddings to retrieve content based on the question being asked. docx2python and PyPDF2 are used for file text extraction.

View Project

Text Summarizer and Translator with LangChain and OpenAI API

Document Question Answering with LangChain, OpenAI and FAISS

Document Question Answering with LangChain, OpenAI and FAISS

Web Application on Python with Streamlit that can translate large amounts of text into concise and easily comprehensible points using LangChain and OpenAI. The summary can be translated into 200+ languages with deep-translator while text-to-speech can be generated for over 50 languages with gTTS.

View Project

COVID - 19 Pandemic EDA and Dashboard

Spotify Data Analysis and Visualization

Spotify Data Analysis and Visualization

Conducted in-depth COVID-19 data analysis, transforming raw data into insights using SQL and presented a dynamic Tableau dashboard. Highlights include visualizing hospitalization trends, global infection rates, and identifying countries with the highest fatality rates.

View Project

Spotify Data Analysis and Visualization

Spotify Data Analysis and Visualization

Spotify Data Analysis and Visualization

Dive into a year of personal Spotify data with my analysis and visualization project. From data cleanup using Excel Power Query and SQL to KPI extraction and a comprehensive Tableau dashboard, explore my listening habits, favorite songs, and playlists in a visual and engaging way.

View Project

Global Economy Analysis with Dashboard

Spotify Data Analysis and Visualization

Global Economy Analysis with Dashboard

Explore global economic trends with my Tableau dashboard project. Utilizing data from The World Bank, I've delved into key economic indicators like GDP Growth, Inflation, Unemployment rate, and Gini Index. 

View Project

Movies Dataset Correlation Analysis

Deep Dive into Airbnb Data with Dashboard (Toronto 2023)

Global Economy Analysis with Dashboard

Unlock the world of cinema with my movie dataset analysis project. Starting with data cleaning in Python, I transformed raw data into insights. Explore correlations between key attributes like votes, gross revenue, and budget through interactive scatter plots and heatmaps.

View Project

Housing Data Cleaning and Exploration

Deep Dive into Airbnb Data with Dashboard (Toronto 2023)

Deep Dive into Airbnb Data with Dashboard (Toronto 2023)

Dive into Nashville's housing market with my SQL-driven project. I've meticulously cleaned and explored housing data, applying various SQL techniques, including Common Table Expressions, Joins, and string manipulations. Uncover insights from data imputation and transformations in this project.

View Project

Deep Dive into Airbnb Data with Dashboard (Toronto 2023)

Deep Dive into Airbnb Data with Dashboard (Toronto 2023)

Deep Dive into Airbnb Data with Dashboard (Toronto 2023)

Explore Toronto's Airbnb landscape in 2023 through my insightful Tableau dashboard. Discover trends like listing density, neighborhood price variations, and seasonal demand shifts. My analysis empowers property listers, travelers, and anyone seeking market insights, making informed Airbnb decisions a breeze. 

View Project

Thesis

Multi-Modal Consensus Clustering to Identify Phenotypes of Kidney Transplant Donors and Recipients  and Their Association With Survival


  • Employed advanced multi-modal clustering algorithms and cluster ensemble techniques to obtain clusters of donors and recipients with different clinical characteristics and outcomes associated with each of them.
  • Developed a novel methodology with tailored data manipulation, clustering, evaluation and visualization techniques for a large dataset with over 25,000 records of donor and recipient features that are a mixture of categorical and numerical data types.
  • Implemented MICE (Multivariate Imputation by Chained Equations) for imputation based on the type of feature and mixture model algorithms for clustering the data.
  • Utilized Self-Organizing Maps (SOMs) with hierarchical clustering to substantiate the cluster ensemble results and further support the clusters obtained.
  • Evaluated and visualized the results using a mixed-data distance measure of Gower to accommodate categorical and numerical information simultaneously.
  • Worked with a combination of R (Rmixmod, diceR, stats, ggplot2, dplyr)and Python (scikit-learn, Matplotlib, seaborn, NumPy) for data ETL, clustering, and visualization.
  • Kidney transplantation is crucial for End-stage renal disease (ESRD) patients, and predicting transplant survival is vital for allocation decisions, which this thesis and research contributes towards.  


View Thesis

Skills and Technologies

Programming Languages and Other Tools:

  • Python (Jupyter, pandas, NumPy, Matplotlib, seaborn, scikit-learn, NLTK, TensorFlow, Keras)
  • R (RStudio, dplyr, ggplot, stats, diceR, mice, Rmixmod)
  • SQL (SQLite, SQL Server, SSMS)
  • Tableau
  • MS Power BI (Dax)
  • Excel
  • git
  • Streamlit
  • Cloud Services: AWS


Other Skills:

  • Statistical Algorithms
  • Supervised and Unsupervised Learning, Deep Learning
  • Data Manipulation and Visualization
  • ETL (Extract, Transform, Load)
  • Computer Building
  • Software/Hardware Troubleshooting
  • Technical Writing and Documentation
  • Research
  • MS Word, PowerPoint
  • Canva

Publications

Ensemble Clustering to Generate Phenotypes of Kidney Transplant Donors and Recipients 

Syed Sibte Raza Abidi; Kranthi Jalakam; Syed Hani Raza Abidi; Karthik Tennankore 

In: 19th World Congress on Medical and Health Informatics (MEDINFO 2023), Sydney, Australia, 2023 


Characterizing Cluster-Based Frailty Phenotypes in a Multicenter Prospective Cohort of Kidney Transplant Candidates 

Syed Hani Raza Abidi; Nur Zincir-Heywood; Syed Sibte Raza Abidi; Kranthi Jalakam; Samina Abidi; L. Gunaratnam; R. Suri; H. Cardinale; A. Vinson; B. Prasad; M. Walsh; S. Yohanna; George Worthen; Karthik Tennankore 

In: 19th World Congress on Medical and Health Informatics (MEDINFO 2023), Sydney, Australia, 2023

Education

Master of Computer Science

Dalhousie University, Halifax, Nova Scotia, Canada                                                                                                May 2023

Bachelor of Engineering in Computer Science

Birla Institute of Technology, Muscat, Oman                                                                                                              Aug 2018

Certificates and Certifications

AWS Certified Cloud Practitioner

 Amazon Web Services (AWS) - Certification                                                                                                                   Nov 2023

View Certificate

SQL for Data Science

University of California, Davis - Certificate                                                                                                                      Aug 2023

View Certificate

Machine Learning Specialization

Stanford University & DeepLearning.AI - Certificate                                                                                                     Jul 2023

View Certificate
  • Home
  • Background
  • Github Repository

This website uses cookies.

We use cookies to analyze website traffic and optimize your website experience. By accepting our use of cookies, your data will be aggregated with all other user data.

Accept