Postgraduates & PhD · M.Tech (AI)
ML / GenAI engineer fresher resume sample
A complete, ready-to-edit resume for postgraduates applying for machine learning, NLP or generative AI engineer roles. It fits on one page, follows the format Indian employers expect, and every line below is yours to copy or change.
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The ML / GenAI engineer fresher resume sample in full
Karthik Subramanian
ML / GenAI Engineer · Chennai, Tamil Nadu
Professional Summary
M.Tech in Artificial Intelligence who builds retrieval-augmented chat assistants and fine-tunes small language models. Interned on a document question-answering product and published a paper on Tamil text classification. Looking for an ML or GenAI engineer role.
Skills
ML
- Python
- PyTorch
- scikit-learn
- TensorFlow
- NLP
- computer vision
GenAI
- LLM APIs
- RAG
- LangChain
- embeddings
- vector databases
- prompt evaluation
- LoRA
Serving
- FastAPI
- Docker
- MLflow
- AWS SageMaker basics
Maths
- statistics
- linear algebra
- optimisation
Education
M.Tech Artificial Intelligence and Data Science
College of Engineering, Guindy · Anna University · 8.9 CGPA · 2023 – 2025
B.E. Computer Science and Engineering
PSG College of Technology · Anna University · 8.4 CGPA · 2019 – 2023
Projects
Fine-tuned model for Tamil support tickets
PyTorch, Hugging Face, LoRA
LoRA fine-tune of a 7B model that sorts Tamil and English tickets into 12 categories at 91% F1.
Crop disease detection
TensorFlow, CNN, Streamlit
Classifies 15 leaf diseases from phone photos with 94% accuracy.
Work experience
Machine Learning Intern, DocuMind AI
Chennai · Jan 2025 – Jun 2025
- Built a retrieval pipeline over insurance policy PDFs with LangChain, embeddings and pgvector.
- Added re-ranking and citation of source pages; answer accuracy on the test set rose from 71% to 86%.
- Served the model behind a FastAPI service with streaming replies.
Publications
- Code-mixed Tamil–English text classification with small transformers – Student research workshop, regional NLP conference (2024)
Certifications
- Deep Learning Specialization – DeepLearning.AI / Coursera (2023)
Languages Known
- Tamil – Native
- English – Fluent
Tips for data and analytics resumes
- Name your tools (SQL, Python, Excel, Power BI, Tableau) and the size of the data you worked with.
- Give one or two results in numbers: a report that saved time, a model's accuracy, a decision it changed.
- Link a portfolio, Kaggle or GitHub with real analyses.
- Before you apply, paste the job advert into Dossier4u's ATS check: it lists the skills, years and qualifications the advert asks for that your resume does not show yet.
Templates that suit this resume
Guides for this resume
- Resume format for freshers in India: what to put, in what orderA one-page structure that works for graduates, diploma holders and 12th pass, with a sample outline you can copy.
- Campus placement preparation: a checklist from third year to offer letterWhat to do before placement season, how each round works, what to carry on the day, and what to check before you accept.
- How ATS software reads your resume, and how to get past itWhat an applicant tracking system actually does with your file, the layouts it struggles with, and a checklist before you apply.