Experience

Professional experience and leadership roles.

Startup Leadership

Senior AI Developer (Founding Team)

HyperWater.ai

11/2024 - Present

Remote

Business Impact

Revenue-generating GenAI solutions for the construction industry; reduced costs by 85%; established product-market fit.

Key Achievements

Architected multimodal RAG system with on-demand vision processing, reducing costs by 85% for large document sets.

Led client demos and market research, translating technical capabilities into business value for industry leaders.

Promoted to Senior AI Developer within 4 months, leading a team of 8 developers.

Technologies
Knowledge Graph RAGVision ModelsCustom RAGRLHFCost OptimizationPython
Leadership: Senior AI Developer, Team Lead (8 developers)
Startup Leadership

Software Developer

RoomieHub

06/2024 - 06/2025

Remote

Business Impact

Transformed RoomieHub into a revenue-generating platform; improved user engagement, retention, and platform safety.

Key Achievements

Architected GenAI messaging system with LLaMA models on AWS Lambda, increasing user engagement by 45%.

Built automated CI/CD pipelines, reducing deployment time by 70%.

Developed backend infrastructure for 10k+ users, enabling seamless scaling.

Technologies
LLaMAAWS LambdaAWS S3React.jsCI/CDCosine Similarity
Leadership: Technical Lead, Backend & AI
Enterprise

Data & Automation Engineer

Kalpataru Power Transmission Limited

01/2022 - 08/2022

India

Business Impact

Automated IT support and improved power transmission efficiency.

Key Achievements

Developed IT support chatbot, automating ticket creation and reducing error resolution time by 30%.

Built automated data pipelines for real-time monitoring and predictive maintenance.

Technologies
PythonNLPYellow.aiRandom ForestARIMAData Pipeline
Leadership: Technical contributor
Finance

Data Analyst

Metropolitan Stock Exchange of India

05/2021 - 12/2021

India

Business Impact

Improved financial forecasting and reporting for commodity trading.

Key Achievements

Supported ARIMA model development and data preprocessing for commodity trading forecasting.

Integrated real-time data feeds and automated ETL pipelines.

Technologies
ARIMAETL PipelinesData VisualizationFinancial ModelingPythonSQL
Leadership: Data analyst and contributor
Agency

Data Scientist - I

The Starter Labs

05/2020 - 07/2021

India

Business Impact

Improved advertising ROI and customer lifetime value.

Key Achievements

Optimised ad budgets using XGBoost and Random Forest, improving ROAS by ~20%.

Developed customer segmentation models for personalised campaigns, increasing CLTV by 10%.

Deployed NLP sentiment analysis models for brand monitoring and campaign optimisation.

Technologies
XGBoostRandom ForestCustomer SegmentationNLPSentiment AnalysisROAS Optimization
Leadership: Data scientist and strategic contributor