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LC-MS-Hilsha-Sample-analysis-and-metabolite-prediction
October 24, 2025 – October 28, 2025
This repository contains a complete R-based LC–MS metabolomics analysis pipeline developed for Hilsha (Hilsa ilisha) samples — from raw file conversion to metabolite annotation and visualization.
View ProjectMicroarray-RNA-Pipeline-Seq
April 16, 2025 – July 14, 2025
Performed reference-based and de novo transcriptome assembly and differential expression analysis on RNA-seq data (banana, mango, flower, human liver). Used DESeq2/edgeR, pathway enrichment (KEGG/GO), and visualized results using heatmaps, PCA, volcano plots.
View ProjectLong-non-coding-RNA-in-Liver-cancer-cell
August 15, 2023 – August 15, 2023
Long non-coding RNAs (long ncRNAs or lncRNAs) are a type of RNA molecule that are longer than 200 nucleotides in length and do not encode proteins, unlike traditional messenger RNAs (mRNAs) which are translated into proteins.
View Projecthyve_test
March 22, 2023 – March 28, 2023
A simple command line program that does the required I/O and implements the described algorithms.
View ProjectBMI-Calculator
March 7, 2023 – March 8, 2023
This BMI Calculator for adult and it is created using R/Shiny
View ProjectBinary-tree-1
February 24, 2023 – February 24, 2023
Binary tree is a special case of a general tree where you can have maximum 2 children for any given node. They are useful in implementing set/map class in different programming languages. They provide efficient way of search an element in log n complexity
View ProjectPCA-of-various-TCGA-dataset
February 23, 2023 – February 24, 2023
High-throughput experiments like microarray, RNA-Seq, imaging, generate higher dimensional data It is challenging to visualize and analyze higher dimensional data. Dimension reduction techniques project/embed the data in lower dimension with minimum loss of relevant information. Two common dimension reduction methods in Biology: PCA and t-SNE.
View ProjectBar-and-bar-plot-of-various-Cancer-cell-line
February 21, 2023 – February 21, 2023
Visualize a grouped continuous variable using box plot, bar plot and mean and median plots of groups with error bars
View ProjectCCLE-DATASET-Pearson-s-coefficient
February 21, 2023 – February 21, 2023
Cancer cell lines are the most commonly used models for studying cancer biology, validating cancer targets and for defining drug efficacy
View ProjectData-visualization-in-breast-cancer
January 19, 2023 – January 19, 2023
Matplotlib wrappers advance plotting about breast cancer
View ProjectCultural Fit Analysis
The candidate's projects are heavily concentrated in bioinformatics and genomics, primarily using R. While this demonstrates a focused interest, it suggests a potential need to broaden exposure to general data science applications, machine learning frameworks, and diverse industry problems to fully align with a broader 'Data Scientist' role. The projects are all personal, which indicates self-motivation but lacks evidence of team collaboration or production system experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to work on self-directed technical tasks.