# Sejal Mankawade

Sejal Mankawade is a remote worker on Himalayas, Publicity Coordinator at Abhivriddhi Committee, VIT Pune, based in India.

Source: https://himalayas.app/@sejalmankawade

```text
Aspiring machine learning engineer building a codebase-aware RAG copilot with hybrid search, source citations, and retrieval monitoring.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 1000k-3500k INR |
| Job categories | Machine Learning Engineer, Data Scientist, MLOps Engineer |
| Skills | Generative AI, Data Science, Dense Retrieval, LLM, Machine Learning, RAG, Large Language Models, Information Retrieval, Vector Search, BM25, Semantic Chunking, Reranking, Customer Segmentation, Churn Prediction, Recommendation Systems, Feature Engineering, MLOps, Model Evaluation, Model Monitoring |
| LinkedIn | https://linkedin.com/in/sejal-mankawade |
| GitHub | https://github.com/sejalmankawade12 |

## About

```text
I built a codebase-aware RAG pipeline that combines code parsing, semantic chunking, dense retrieval, BM25 hybrid search, and reranking to support repository-level code understanding.

I integrated LLM-based generation with source citations and evaluation pipelines to measure retrieval quality, answer relevance, and resistance to hallucinations. I also containerized the system with Docker and added Prometheus and Grafana observability.

For a customer intelligence and recommendation project, I built a Python and SQL analytics pipeline that turns transactional data into RFM, behavioral, and customer-level features. I developed customer segmentation, churn prediction, and personalized recommendation models, then presented customer insights in an interactive Power BI dashboard.

I also designed an MLOps workflow for experiment tracking, model versioning, reproducible training, and REST API deployment. It includes monitoring for data drift, model performance, latency, and predictions, with automated evaluation and alerting.
```

## Experience

### Publicity Coordinator

Abhivriddhi Committee, VIT Pune. Jan 2024 - Jan 2025

```text
Contributed to publicity, outreach, and promotional activities for committee initiatives and student events. Coordinated communication and promotional efforts across student audiences to support event participation.
```

Skills: Publicity, Outreach, Communication-Skills, Event-Coordination, Event-Promotion

## Education

### Vishwakarma Institute of Technology, Pune

Bachelor of Technology, Technology. 2024 - Present. Grade: 8.68/10

```text
Pursuing a Bachelor of Technology with a current CGPA of 8.68/10.
```

### IBM

IBM Data Science Professional Certificate, Data Science

```text
Completed the IBM Data Science Professional Certificate.
```

### DeepLearning.AI

Retrieval Augmented Generation (RAG), Generative AI

```text
Completed the Retrieval Augmented Generation (RAG) certification.
```

## Tech stack

- Tableau
- GitHub
- NumPy
- Pandas
- Python
- MLflow
- scikit-learn
- FastAPI
- Grafana
- Prometheus
- Git
- Docker
- SQL
- XGBoost
- Hugging Face
- Seaborn
- Matplotlib
- Retrieval-Augmented Generation (RAG)
- Power BI

To contact Sejal, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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