Anshul Thakur
Machine Learning Engineer at Quantiphi
- Role
- Machine Learning Engineer at Quantiphi
- Location
- Una, HP, IN
- LinkedIn followers
- 500 followers
About Anshul Thakur
Hey! I am Anshul Thakur, currently working as a Machine Learning Engineer at Quantiphi Analytics.
Experience
Machine Learning Engineer
Aug 2024 — Present · Bangalore Urban, IN
Prompt Engineering and Optimization SystemWorked on building a complete Prompt Tuning system that supports different levels of optimization- Simple Query Tuning – making small changes like rephrasing or fixing grammar to improve clarity- Prompt Optimization – adjusting instructions or structure to improve model performance or accuracy- Advanced Optimization – applying techniques like few-shot examples, chain-of-thought reasoning, or model-specific formatting to get better, more reliable responses from large language models.LLM Evaluation and Model BenchmarkingLed a thorough benchmarking initiative across major foundation models including Gemini, GPT-4, and Claude. Evaluated each model’s performance across multiple prompt categories (instruction following, reasoning, latency, etc.) to determine the optimal fit for service integration and ensure the most effective user experience.Scalable Microservice DeploymentHelped package the system as a lightweight, modular gRPC microservice and participated in its deployment within a Kubernetes-based infrastructure, ensuring high availability, resilience, and smooth compatibility with broader cloud-native environments.Exploration of Agentic Frameworks and POC DevelopmentResearched and prototyped with leading agentic frameworks such as CrewAI, LangGraph, LangChain, and Vertex AI Agent Builder. Built a functioning POC showcasing how autonomous agents can be used to orchestrate prompt optimization workflows, demonstrating the system’s potential to support agent-based multi-step reasoning tasks.
Education
Mount Carmel Convent School - India
12th-Non Medical
SRM IST Chennai
B-Tech, Computer Science
2020 — 2024
SRM Institute of Science & Technology
Bachelor of Technology, Computer Engineering
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