Open to opportunities

Pranav Asane

@pranavasane

Message

AI/ML engineer building production-ready LLM and multi-agent systems with measurable impact.

India

Message

What I'm looking for

I’m looking for an AI/ML engineering role where I can work on hard problems from day one—fine-tuning LLMs, building multi-agent pipelines, and shipping production-ready systems with measurable impact.

I’m an AI/ML engineer with a consistent track record of building production-ready AI systems—not just notebooks. I fine-tune LLMs, design multi-agent pipelines with LangGraph, and ship working applications using Streamlit and Flask.

My projects have measurable results: I achieved 10x GPU memory reduction through quantization, improved RMSE by 34% on real e-commerce data, and compressed multi-hour EDA into minutes. I love working on hard problems from day one, using strong engineering discipline, fast iteration, and clear performance outcomes.

Experience

Work history, roles, and key accomplishments

AI Data Analyst

Tata iQ

Mar 2026 - Present (3 months)

Designed an agentic AI automation framework for financial services collections strategy with ethical AI and regulatory compliance checkpoints, targeting a 20–30% reduction in manual intervention. Performed EDA with GenAI tools to surface 5+ high-signal risk indicators for a predictive ML scoring model.

Agentic AI Ethical ML Regulatory Compliance GenAI Python Pandas

Generative AI Engineer

BCG GenAI Consulting

Jul 2025 - Present (11 months)

Built a rule-based NLP chatbot ingesting 10-K and 10-Q filings for 3 public companies, delivering structured financial insights with zero hallucinations on factual queries. Automated data extraction from earnings documents using Python and pandas, reducing estimated analyst report-preparation time by 40%.

10 Q Filings Structured Extraction Python Pandas Data Pipelines

Education

Degrees, certifications, and relevant coursework

PES Modern College of Engineering

Bachelor of Engineering, Artificial Intelligence and Data Science

2021 - 2025

Grade: 8.15 / 10

Activities and societies: Text-to-SQL fine-tuning with 4-bit quantization + LoRA/PEFT; LangGraph agentic EDA pipeline; multi-agent research system; student research deploying Streamlit apps and publishing model adapters.

Bachelor of Engineering in Artificial Intelligence and Data Science at PES Modern College of Engineering, Pune (2021–2025). Projects included LLM fine-tuning for text-to-SQL, an agentic EDA pipeline with LangGraph, and multi-agent research systems.