Binit Shaw
@binitshaw
AI/ML engineer building LLM and RAG solutions, including a college assistant serving over 10,000 daily queries.
IndiaWhat I'm looking for
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
Work history, roles, and key accomplishments
AI-Based College Assistant
Personal Project
Jan 2025 - Present (1 year 10 months)
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.
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.
Performed ETL, analysis, and visualization in Jupyter notebooks and delivered recommendations that improved simulated client KPI forecasts by 18%.
Education
Degrees, certifications, and relevant coursework
Chaibasa Engineering College
B.Tech, Computer Science & Engineering
2023 -
Activities and societies: Relevant Coursework: Data Structures & Algorithms, Machine Learning, DBMS, Operating Systems, Computer Networks.
Pursuing a B.Tech in Computer Science & Engineering with expected graduation in September 2027.
Deloitte Australia
Cyber Job Simulation, Cyber Risk Analysis
Completed the Cyber Job Simulation from Deloitte Australia in January 2026.
Google Cloud
Introduction to Generative AI, Generative AI
Completed the Introduction to Generative AI certification from Google Cloud / Simplilearn in February 2026.
Simplilearn
Generative AI for Beginners, Generative AI
Completed the Generative AI for Beginners certification from Simplilearn in February 2026.
NACMIT
Python Programming, Python Programming
Grade: A
Completed Python Programming certification with grade A from NACMIT in February 2024.
Deloitte Australia
Data Analytics Job Simulation, Data Analytics
Completed the Data Analytics Job Simulation from Deloitte Australia in November 2025.
Availability
Location
IndiaAuthorized to work in
Portfolio
github.com/binit-shaw-portfolioSalary expectations
Social media
Job categories
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