Avani Goswami
@avanigoswami
Machine Learning Engineer focused on NLP, LLM/RAG systems, and agentic AI for production.
What I'm looking for
I’m an AI/ML-focused Computer Science Engineering student building production-minded systems across NLP, LLM integration, RAG, and agentic AI. I enjoy translating complex requirements into scalable pipelines that actually run in real workflows.
At PrragetX S Softwares Private Limited, I developed a resume evaluation workflow that parses resumes, matches them to job descriptions, and generates alignment scores across multiple metrics. I also built an OCR-based document processing pipeline that extracts structured data from images and PDFs, then stores outputs to Supabase and Google Sheets.
I’ve built backend services in Python with FastAPI—including deal and coupon management logic—and I enjoy wiring AI systems into practical APIs with authentication and database layers. I’ve also created messaging automation bots for WhatsApp and Instagram to support workflow-based actions.
My projects reflect how I combine computer vision, LLMs, and retrieval: I built a real-time surveillance event intelligence system using YOLOv8, DeepSORT, OpenCV, and a FAISS-powered RAG layer with Groq API. I also designed an agentic productivity co-pilot pipeline deployed with a Streamlit dashboard, and I’ve worked on CNN + RAG and NLP sentiment pipelines to deliver measurable accuracy and deployment-ready demos.
Experience
Work history, roles, and key accomplishments
AI/ML Trainee
PrragetX S Softwares Private Limited
Oct 2025 - Mar 2026 (5 months)
Developed a resume evaluation workflow to parse resumes, match them to job descriptions, and produce alignment scores across multiple metrics. Built an OCR document processing pipeline and FastAPI backend services for deal and coupon management (Wah Deal), plus WhatsApp/Instagram automation bots.
Education
Degrees, certifications, and relevant coursework
Indus University
B.Tech, Computer Science Engineering
2022 -
Pursuing a B.Tech in Computer Science Engineering with graduation planned for June 2026, with hands-on experience in ML, NLP, LLM integration, RAG, and agentic AI system design.
The Aditya Birla Public School
Completed Grade 10 (88.2%) and Grade 12 (85.2%) at The Aditya Birla Public School.
Availability
Location
Authorized to work in
Portfolio
github.com/AvaniNGoswamiJob categories
Skills
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