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sbz realme

@sbzrealme

Backend Software Engineer at PickMyTrade who added FastAPI routes for Tastytrade, serving 500+ international clients.

India
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At PickMyTrade, I integrated the Tastytrade broker and added FastAPI routes serving 500+ international clients.

At Exirio, I reduced graph data processing time using Pandas and then Polars, and optimized SQLAlchemy and PostgreSQL queries and triggers to reduce bottlenecks by 90%. I also implemented third-party access for Subscriber and Owner accounts and helped migrate the application from Heroku to AWS and later GCP.

At Infosys, I worked on a RAG-based real estate search assistant for Keppel using Azure AI and OpenAI ChatGPT-4o. I also developed a transport query machine-learning solution that improved accuracy by 52% on 500K+ samples.

At HFTSolution, I created a FastAPI and Pandas CSV report download tool for NGO users and helped launch fintech startup Exirio LLC. My work spans Python backend systems, APIs, data processing, and Generative AI.

Experience

Work history, roles, and key accomplishments

PI
Current

Software Developer

PickMyTrade

Sep 2026 - Present (1 month)

Integrated Tastytrade broker in PickMyTrade, added 5+ FastAPI routes, serving 500+ international clients.

EX

Backend Developer

Exirio

Sep 2025 - Sep 2026 (1 year)

Reduced graph data processing from 1 minute to 150 ms using Pandas, further to 30–50 ms using Polars, significantly cutting P95/P99 latency. Reduced bottlenecks by 90% by optimizing 10+ SQLAlchemy/PostgreSQL queries and triggers, cutting sub-queries from 3 to 1. Implemented third-party access feature using Decorator Pattern for Subscriber/Owner account operation. Migrated application from Heroku t

IN

Senior Associate Consultant

Jun 2024 - Jun 2025 (1 year)

Parsed 1000+ news articles from Real Estate sector using Serper API and Azure functions microservice for Keppel. Developed vector embeddings using HuggingFace transformers to build vector search layer in Lance DB for Keppel. Worked on RAG based Generative AI LLM search assistant fine-tuned to Real Estate Industry with OpenAI ChatGPT-4o models from Azure AI Foundary for Keppel. Developed machine le

HF

Software Engineer

HFTSolution

Nov 2020 - May 2024 (3 years 6 months)

Scraped TradingView for 500 symbols in 6 hours, managed pop-up ads every 15 minutes with PyAutoGUI. Created CSV report download tool using FastAPI and Pandas for 100s of NGO users. Helped launch fintech startup Exirio LLC, gaining 100s of new users within a week.

Education

Degrees, certifications, and relevant coursework

Visvesvaraya Technological University logoVU

Visvesvaraya Technological University

Bachelor of Engineering, Electronics and Communication

2015 - 2019

Pursued a Bachelor of Engineering in Electronics and Communication from 2015 to 2019.

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