VU

Professional Journey

A chronological timeline of my career as a data scientist, analyst, and software developer.

Aug 2025 — Present
Gemini
Claude

Data Scientist

ScribeEMR Systems Pvt. Ltd.

Architecting end-to-end AI workflows, including IM Nexus for automated prompt generation, WoundCare AI for speech-to-EMR pipelines, and LangGraph-powered agentic workflows. Leading the design of dual-LLM orchestration layers using Gemini and Claude.

Business Impact

Reduced manual prompt engineering effort by 80%+ and achieved 98%+ extraction accuracy.

PythonFastAPIPydanticLLMsGeminiClaudeGPT-4oQwenLangGraphLangChainRAGAgentic WorkflowsPrompt EngineeringPrompt OptimizationStructured OutputsLLM Observability (Langfuse)MCPVision Language Models (VLMs)WhisperSpeech AIOCR PipelinesDocument IntelligenceAWSPostgreSQL
Aug 2024 — Jun 2025
Jun 2021 — Aug 2024
pipeline.py
import pandas as pd
df_cleaned

Software Developer

Encora

Developed responsive web applications using ReactJS for healthcare and ed-tech clients. Built Python and SQL-based analytics solutions and automated reporting pipelines using Pandas.

Business Impact

Automated reporting pipelines, reducing manual effort by 40+ hours per month.

ReactJSPythonPandasSQLJavaScriptHTML/CSS