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Machine Learning Engineer with less than a year in Data Science & NLP
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Results-driven Computer Science graduate with 6 months of experience in Machine Learning and Data Science. Skilled in Python, SQL, Data Analysis, Machine Learning, Deep Learning, and NLP. Built end-to-end projects in Object Detection and Conversational AI using PyTorch, TensorFlow, and Transformers. Seeking entry-level Data Analyst / Data Scientist opportunities.
Geetanjali Institute of Technical Studies
B.Tech · Computer Science
August 1, 2020 – June 30, 2024
Konstent
Machine Learning Intern
August 1, 2025 – January 1, 2026
Udaipur, Rajasthan, India
Regal Outsource Pvt. Ltd.
Web Developer Intern
August 1, 2023 – November 1, 2023
Udaipur, Rajasthan, India
AI Resume Analyzer
June 1, 2026 – Present
Developed an AI-powered Resume Analyzer that evaluates resumes against job descriptions and generates ATS match scores. Extracted and processed resume content from PDF files using PyPDF2 and NLP techniques. Implemented TF-IDF vectorization and Cosine Similarity to measure resume-job description relevance. Performed text preprocessing including tokenization, stopword removal, and keyword extraction using NLTK. Built an interactive Streamlit dashboard with resume upload, skill analysis, and visual performance reports.
Object Detection using DETR (Hugging Face)
June 1, 2026 – Present
Built an end-to-end object detection pipeline using DETR on COCO-format datasets. Implemented custom PyTorch Dataset and DataLoader for efficient model training. Performed image inference with bounding-box prediction and object classification. Improved model performance using transfer learning with pretrained transformers.
Data Science Certification
PW Skills
June 1, 2026 – Present
Python for Data Science, Statistics & Probability
Unknown
June 1, 2026 – Present
Machine Learning Algorithms
Unknown
June 1, 2026 – Present
Data Analysis and Visualization
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects demonstrate initiative and a proactive approach to learning and applying new technologies. The mix of object detection and NLP projects, along with a web development internship, shows a breadth of interest and adaptability. The target role of 'Machine Learning Engineer' aligns well with the candidate's project work and internship experience, indicating a focused career path. The personal projects suggest a self-starter mentality, which is a positive indicator for cultural fit in dynamic environments.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work independently on complex technical tasks. The internship experience suggests a capacity for collaboration within a team setting. However, without specific psychometric or English test results, a detailed assessment of soft skills, work attitude, stress handling, and team collaboration is not possible.