# BSR SANKETH

BSR SANKETH is a remote worker on Himalayas, Data Science Intern at KodNest Technologies, based in India.

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

```text
I build production-minded AI systems, model-serving platforms, and full-stack applications.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 322k+ INR |
| Job categories | Machine Learning Engineer, Data Scientist, Backend Engineer, Full Stack Developer, API Developer |
| Skills | Python, JavaScript, Java, C++, SQL, RAG, Lang Chain, OpenAI API, Prompt Engineering, Vector Databases, Pgvector, ChromaDB, Machine Learning, PyTorch, TensorFlow, YOLOv8, OpenCV, scikit learn, Pandas, NumPy, fastAPI, Flask, NodeJS, Express, React, Next.js, REST APIs, WebSockets, AsyncIO, Docker, Prometheus, Grafana, Redis, PostgreSQL, MongoDB, AWS, Git, Pytest, Visual Studio Code, Matplotlib, SeaBorn, Computer Vision, Data Cleaning, Exploratory Data Analysis, Feature Engineering, Supervised Learning, Hyperparameter Tuning, Model Serving, Dynamic Request Batching, BM25, Dense Retrieval, Reranking |

## What I'm looking for

```text
I'm looking to build AI, machine learning, backend, or full-stack products where I can turn models into reliable systems, work with real-world data, and continue growing through hands-on engineering challenges.
```

## About

```text
I've built production-minded AI systems spanning model serving, computer vision, and retrieval over live data.

In my Model Serving Layer project, I increased inference throughput 4.2x from 32 to 135 requests per second using dynamic request batching, while reducing p99 latency from 8695ms to 82ms. I designed bounded queues, shape bucketing, and backpressure behavior to keep performance predictable under saturation.

I've also built an insurance claim estimation application using YOLOv8, React, Node.js, and Flask, achieving approximately 85% mAP across four vehicle-damage classes. My Agentic RAG project uses FastAPI, LangChain, pgvector, PostgreSQL, and Redis to select between SQL, vector search, and live API retrieval.

At KodNest Technologies, I developed reproducible Python data science workflows for cleaning, analysis, feature engineering, model evaluation, and visualization. I'm backed by a Computer Science and Engineering degree, AWS Cloud Practitioner certification, and hands-on work across AI, computer vision, backend systems, and full-stack development.
```

## Experience

### Data Science Intern

KodNest Technologies. Feb 2026 - May 2026

```text
Built end-to-end data science workflows in Python, covering data cleaning, exploratory analysis and feature engineering on tabular datasets with pandas and NumPy. Trained and evaluated supervised learning models using scikit-learn, comparing algorithms on held-out data and tuning hyperparameters to improve validation performance.
```

Skills: Python, Pandas, NumPy, scikit-learn, Matplotlib, SeaBorn, Data-Cleaning, Feature-Engineering, Model-Evaluation, Hyperparameter-Tuning

## Education

### Acharya Institute of Technology

Bachelor of Engineering, Computer Science and Engineering. 2022 - Present. Grade: 8.0/10

```text
Pursuing a Bachelor of Engineering in Computer Science and Engineering with a CGPA of 8.0/10.
```

### Sir MV PU College

Pre-University, Science (PCMB). 2020 - 2022. Grade: 84%

```text
Completed pre-university education in Science (PCMB) with a percentage of 84%.
```

### M.K.E.T L.K English Medium School

SSLC, General. 2019 - 2020. Grade: 83%

```text
Completed SSLC with a percentage of 83%.
```

### Amazon Web Services

AWS Certified Cloud Practitioner, Cloud Computing

```text
Earned the AWS Certified Cloud Practitioner certification.
```

### Coursera

Deep Learning Specialization, Deep Learning

```text
Completed the Deep Learning Specialization.
```

## Tech stack

- NumPy
- Pandas
- PostgreSQL
- MongoDB
- Node.js
- Next.js
- OpenCV
- Redis
- React
- JavaScript
- Python
- Java
- C++
- TensorFlow
- PyTorch
- scikit-learn
- Flask
- FastAPI
- asyncio
- Grafana
- Prometheus
- TypeScript
- pytest
- Visual Studio Code
- Git
- Docker
- SQL
- LangChain
- ChromaDB
- OpenAI API
- pgvector
- Seaborn
- Matplotlib
- Express

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

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