Ishita Goswami
Software Developer | Bioinformatician | Data analyst
Manchester
Summary
AI/ML and Software Development intern with an MSc in Bioinformatics from the University of Manchester. Posessing hands-on experience in building and analyzing bioinformatics workflows, NGS data processing, and long-read sequencing tools like Nanopore and PacBio. Proficient in Python, Linux, shell scripting, samtools, bcftools. Demonstrated ability to learn quickly, adapt to new technologies, and develop scalable, user-friendly software solutions. Eager to contribute to cutting edge innovation and research.
Overview
1
1
years of professional experience
6
6
Certification
Work History
Data Analyst Intern
Unified Mentor Pvt. Ltd.
05.2025 - 08.2025
- Conducted data cleaning and data validation of existing spreadsheets to promote robust data management platform, resulting in accurate data analysis and entry.
- Identified trends and patterns in complex datasets through exploratory data analysis, leading to actionable insights.
- Applied machine learning algorithms to enhance analytical capabilities and uncover hidden patterns within the data.
- Trained machine learning models and enhanced data visualization
AI/ML Development Project Intern
BioTecNika Ltd
11.2024 - Current
- Conducted systematic literature review to map resistance genes and patterns across gram-negative pathogens, contributing to a pipeline-in-progress for automated prediction
- Currently collaborating to integrate findings into an actionable bioinformatics workflow and develop an ML model
Software Development Intern
CodeGenesis Ltd
05.2024 - Current
- Contributed to end-to-end development of 3 mobile applications; improved code maintainability by 25% through refactoring and linting practices
- Currently implementing user authentication and data visualization features directly impacting usability and security
Bioinformatics Trainee
GreenClones Pvt Ltd
Karnataka
08.2020
- Executed drug screening pipeline using molecular docking and ADMET prediction for 15+ candidate molecules against disease targets
- Used AutoDock, SwissADME, PyMol, and RasMol to perform protein modelling and visualization, producing a shortlist of 5 proteins for validation
Trainee Intern
GlaxoSmithKline (GSK)
Nabha
06.2019 - 07.2019
- Performed microbial QC/QA on 20+ samples/day supporting SOPs and QA protocols
- Ensured regulatory compliance by documenting and reporting deviations under GMP guidelines, contributing to batch releasing decisions
Education
MSc - Bioinformatics and Systems Biology
University of Manchester
09.2023
BSc - Microbiology and Food Technology
Panjab University
05.2021
Skills
- Python
- NumPy
- Scikit-learn
- Matplotlib
- Pandas
- NetworkX
- R
- Bash
- Shell
- JavaScript
- TypeScript
- HTML
- CSS
- BLAST
- Samtools
- Bcftools
- HISAT2
- Deseq2
- KEGG
- Biopython
- Illumina
- PacBio
- Nanopore
- FASTQ QC
- Genome alignment
- Genome assembly
- Gene annotation
- Nextflow
- Supervised learning
- Unsupervised learning
- Principal Component Analysis
- Logistic regression
- Linear regression
- Clustering
- Decision trees
- Neural networks
- Linux
- Ubuntu
- UNIX
- HPC
- Git
- MySQL
- CI/CD
- Google Cloud
- AWS
Certification
- Stanford University Food and Health
- John Hopkins Introduction to Genomic Technologies
- Science Leadership Workshop
- Computer Aided Drug Design
- Core concepts of Cloud Computing
- Using Public Health Data Sources
Leadership Experience
- University of Manchester, 2023-02-01, 2023-09-01, Student Volunteer, British Science Week at Manchester Museum: Provided support, direction, and navigation, Wrights woods, Whitworth park: Environmental volunteer work involving cleaning and gardening, Community mapping for Uganda and Student Action Homelessness projects
- Punjab University, 2019-03-01, 2021-03-01, Event organisation, technical assistance, volunteer, Organized events, including setting up, interacting with guest speakers, performing technical and stage checks, proof reading presentations, improvising activities in case of delays/mishaps, escorting guests/audience to conference venue, and wrap up
Skills
Python (NumPy, scikit-learn, matplotlib, pandas, NetworkX), R, Bash, shell, JavaScript, TypeScript, HTML, CSS, BLAST, samtools, bcftools, HISAT2, Deseq2, KEGG, biopython, Illumina, PacBio, nanopore, FASTQ QC, genome alignment, genome assembly, gene annotation, nextflow (introductory level), Supervised/Unsupervised learning, Principal Component Analysis, logistic and linear regression, clustering, decision trees, neural networks, Linux (Ubuntu), UNIX, HPC, Git, MySQL, CI/CD (Basic), Google Cloud, AWS (Basic)
Poster Presentations And Conferences
Refactoring a Bayesian multi-entry interactive key for online species identification, School of Biology, Medicine, and Health at the University of Manchester
Timeline
Data Analyst Intern
Unified Mentor Pvt. Ltd.
05.2025 - 08.2025
AI/ML Development Project Intern
BioTecNika Ltd
11.2024 - Current
Software Development Intern
CodeGenesis Ltd
05.2024 - Current
Bioinformatics Trainee
GreenClones Pvt Ltd
08.2020
Trainee Intern
GlaxoSmithKline (GSK)
06.2019 - 07.2019
MSc - Bioinformatics and Systems Biology
University of Manchester
BSc - Microbiology and Food Technology
Panjab University
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