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Prashik Sawant

@prashiksawant

AI Application Engineer building RAG systems, AI agents, and evaluation pipelines. Open to remote/hybrid roles in India and worldwide.

India

Message

What I'm looking for

I am seeking a role where I can build and evaluate real GenAI systems — RAG pipelines, AI agents, and reliable LLM applications — on a team that values measurable quality over quick prototypes.

I build production-shaped GenAI applications — RAG pipelines, multi-agent systems, and AI evaluation frameworks — using Python, LangChain, LangGraph, CrewAI, and FastAPI.
I've shipped a full-stack RAG assistant with JWT auth and persistent memory, a 3-agent CrewAI research pipeline, and a RAG evaluation harness using RAGAS-inspired quality metrics to measure and improve retrieval performance. Along the way, I've debugged real framework-level issues (a documented CrewAI/Groq compatibility bug) and made deliberate architecture and scope decisions to ship focused, working systems rather than over-engineered ones.
I'm currently looking for AI Application Engineer, GenAI Developer, or Python AI Developer roles where I can keep building real, evaluated AI systems — not just wrapping API calls — alongside a team I can learn from.

Experience

Work history, roles, and key accomplishments

Data Operations Intern

Coleda B2B

Aug 2025 - Feb 2026 (6 months)

Worked as a Data Operations Intern at Coleda B2B, where I was responsible for web data scraping, data cleaning, sorting, and analysis to generate targeted business leads. Managed lead uploads and campaign tracking using CRM tools while ensuring data accuracy and operational efficiency.

Excel Lead Lead Generation CRM CRM Tools CRM Systems Teamwork Macros

Data Analyst Intern

MentorMind

Feb 2025 - Apr 2025 (2 months)

Analyzed over 500 health supply chain data records from Maharashtra's Smart Cities Mission, identifying four major inefficiencies in rural delivery and stock utilization. Devised five data-driven smart health solutions, including AI-based stock forecasting and IoT-enabled logistics, to improve service accessibility. Presented two comprehensive reports with over ten visualizations and strategic rec

Data Analysis Data Cleaning Data Visualization Data Driven Strategic Recommendations Excel SQL Problem Solving

Education

Degrees, certifications, and relevant coursework

upGrad Offline Learning Center

Advanced Certificate, Data Science

Obtained an Advanced Certificate in Data Science. The program focused on key concepts and practical applications in the field.

Bharati Vidyapeeth's College of Engineering

Bachelor of Technology, Computer Science

Completed a Bachelor of Technology in Computer Science. The curriculum provided a strong foundation in computer science principles and engineering practices.