# Binit Shaw

Binit Shaw is a remote worker on Himalayas, AI-Based College Assistant at Personal Project, based in India.

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

```text
AI/ML engineer building LLM and RAG solutions, including a college assistant serving over 10,000 daily queries.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 11980k+ INR |
| Job categories | AI ML Engineer |
| Skills | Large Language Models, RAG, Prompt Engineering, Machine Learning, Python, PyTorch, TensorFlow, Lang Chain, Pinecone, Faiss, MongoDB, AWS, Amazon Bedrock, AWS ECS, AWS Lambda |
| Portfolio | https://github.com/binit-shaw-portfolio |
| GitHub | https://github.com/binit-shaw-portfolio |

## What I'm looking for

```text
I’m seeking an AI/ML Engineer role to accelerate enterprise AI adoption.
```

## About

```text
I designed an end-to-end LLM pipeline for my AIBased College Assistant project, integrating OpenAI models and storing embeddings in Pinecone. Deployed on AWS ECS with Docker and GitHub Actions, it reduced response latency by 30% and served over 10,000 daily queries.

For my LLM RetrievalAugmented Generation Service, I designed a RAG architecture indexing 200,000 documents and deployed it on AWS ECS. It achieved 99.9% uptime while handling 12,000 requests per day.

My projects also include a component-based inventory management system with RESTful APIs and 98% test coverage, and a real-time task management system supporting 5,000 concurrent users. I’m seeking an AI/ML Engineer role to help accelerate enterprise AI adoption.
```

## Experience

### AI-Based College Assistant (current)

Personal Project. Jan 2025 - Present

```text
Designed an end-to-end LLM pipeline integrating OpenAI models, implemented prompt-engineering templates, and stored embeddings in Pinecone. Containerized with Docker and deployed on AWS ECS using GitHub Actions CI/CD.
```

Skills: LLM, OpenAI, Prompt-Engineering, Pinecone, Docker, AWS-ECS, GitHub-Actions, CI-CD

### Cyber Risk Analysis Virtual Internship

[Deloitte Australia](https://himalayas.app/companies/deloitte-ireland). Jan 2026 - Jan 2026

```text
Conducted automated cyber-risk scans, documented methodology in Swagger-style reports, and presented findings to virtual stakeholders. Identified 12 critical vulnerabilities and earned top-scorer recognition among 200 participants.
```

Skills: Cyber-Risk-Analysis, Vulnerability-Assessment, Swagger, Reporting, Stakeholder-Communication

### Data Analytics Virtual Internship

[Deloitte Australia](https://himalayas.app/companies/deloitte-ireland). Nov 2025 - Nov 2025

```text
Performed ETL, analysis, and visualization in Jupyter notebooks and delivered recommendations that improved simulated client KPI forecasts by 18%.
```

Skills: ETL, Data-Analysis, Data-Visualization, Jupyter, Python

## Education

### Chaibasa Engineering College

B.Tech, Computer Science & Engineering. 2023 - Present

Activities and societies: Relevant Coursework: Data Structures & Algorithms, Machine Learning, DBMS, Operating Systems, Computer Networks.

```text
Pursuing a B.Tech in Computer Science & Engineering with expected graduation in September 2027.
```

### Deloitte Australia

Cyber Job Simulation, Cyber Risk Analysis

```text
Completed the Cyber Job Simulation from Deloitte Australia in January 2026.
```

### Google Cloud

Introduction to Generative AI, Generative AI

```text
Completed the Introduction to Generative AI certification from Google Cloud / Simplilearn in February 2026.
```

### Simplilearn

Generative AI for Beginners, Generative AI

```text
Completed the Generative AI for Beginners certification from Simplilearn in February 2026.
```

### NACMIT

Python Programming, Python Programming. Grade: A

```text
Completed Python Programming certification with grade A from NACMIT in February 2024.
```

### Deloitte Australia

Data Analytics Job Simulation, Data Analytics

```text
Completed the Data Analytics Job Simulation from Deloitte Australia in November 2025.
```

## Tech stack

- OpenAPI
- Amazon S3
- Jenkins
- GitHub Actions
- Jupyter
- MongoDB
- jsdoc
- Node.js
- Jira
- Jest
- JavaScript
- Python
- C++
- TensorFlow
- PyTorch
- FastAPI
- AWS Lambda
- TypeScript
- pytest
- Git
- Docker
- SQL
- Hugging Face
- LangChain
- Pinecone
- Faiss
- Express
- AWS

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

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