BSc Bioinformatics student at Garden City University | Learning Python, Statistics & Data Science | Aspiring Bioinformatics Researcher
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Portfolio
May 20, 2026 – Present
My professional portfolio as a Data Scientist and Bioinformatics Researcher. Showcasing data science projects, machine learning models, NLP applications, deployed dashboards, and bioinformatics research. Built with HTML/CSS and deployed on Netlify. Live: https://padmashreejena.netlify.app
View Projectenergy-consumption-predictor
April 27, 2026 – Present
A machine learning model that predicts energy consumption with 97% accuracy using Random Forest — trained on 35,000 hourly readings
View Projectcovid-data-dashboard
April 27, 2026 – Present
Analysing COVID-19 trends in India — cases, deaths and recoveries across 3 waves from 2020 to 2022
View Projectroad-accident-analyser
April 25, 2026 – Present
Analysing road accident patterns across Indian states — causes, timing, severity and vehicle types
View Projecthouse-price-predictor
April 25, 2026 – Present
A machine learning model that predicts house prices with 78% accuracy using Random Forest — trained on 21,613 real house sales
View Projectcustomer-segmentation
April 25, 2026 – Present
K-Means clustering model that segments 200 mall customers into 5 distinct groups based on income and spending behaviour
View Projectsentiment-analysis-tool
April 23, 2026 – Present
An NLP sentiment analysis tool that classifies customer reviews as positive, negative or neutral using VADER and TextBlob
View Projectmovie-recommendation-system
April 23, 2026 – Present
A content-based movie recommendation system using TF-IDF and cosine similarity — built on 4,800 real movies
View Projectstock-price-forecasting
April 23, 2026 – Present
A machine learning model that forecasts TCS stock prices using real market data — achieving 92% accuracy
View Projectai-career-guidance-tool
April 21, 2026 – Present
A Python tool that recommends tech career paths based on your current skills — built for first-generation students in India
View ProjectCultural Fit Analysis
The candidate's projects are primarily focused on Data Science and Bioinformatics, which do not directly align with a Frontend Developer role. While the candidate has a 'Portfolio' project built with HTML/CSS, the overall project diversity leans heavily towards data-related fields. This indicates a potential mismatch with the target role's technical requirements, though the initiative shown in personal projects is positive.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are not provided.