Looking for a job

Sai Venkata Siddardha Kasam

@saivenkatasiddardhak

Message

I build machine learning and generative AI systems for real-world decisions.

India

Message

What I'm looking for

I'm looking for opportunities to build practical machine learning, generative AI, and MLOps systems, contribute to real-world products, and grow through hands-on work with modern data and cloud technologies.

I'm building machine learning and generative AI systems, from predictive models to multi-agent applications. At Atliq Technologies, I improved beverage price prediction accuracy from 89% to 93% using XGBoost and RandomizedSearchCV.

I've built an automated MLOps network-security pipeline with MongoDB, AWS S3, GitHub Actions, Docker, FastAPI, AWS ECR, and EC2 deployment. I also delivered a Streamlit vehicle-damage classifier that reduced manual inspection from 30 minutes to under 5 minutes.

My ERFOLG project uses LangGraph to coordinate five specialized agents for autonomous job discovery and application management, supported by RAG-based semantic search. I'm pursuing a BTech in Computer Science Engineering at Amrita Vishwa Vidyapeetham.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Atliq Technologies

Dec 2024 - Dec 2024 (0 months)

Developed a beverage price prediction model by processing 30,010 consumer records, enhancing data integrity through outlier removal, missing value imputation, and categorical standardization. Increased predictive accuracy from 89% to 93% by optimizing XGBoost with RandomizedSearchCV, achieving a stable 92% F1-score.