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Prashik Ramteke

@prashik_ramteke

Message

I'm building AI, machine learning, and data-driven systems.

India

Message

I'm building AI-powered systems through my AIML internship at CDAC Hyderabad, including an end-to-end news ranking and validation platform with real-time pipelines and LLM-based content validation.

I've developed machine learning pipelines for student-performance prediction at iStudio, achieving an R² of 0.88 with Linear Regression and up to 81% classification accuracy. At HoTIT Institute, I created interactive sales and weather-pollution dashboards for KPI monitoring and trend analysis.

My projects include a PyTorch U-Net pipeline for satellite-based idle land detection and an email spam detection system using TF-IDF, Logistic Regression, Naive Bayes, PostgreSQL, and FastAPI.

Experience

Work history, roles, and key accomplishments

Current

AIML Intern

Current

CDAC Hyderabad

Feb 2026 - Present (7 months)

Gained practical expertise in NLP, Semantic Search, Information Retrieval, LLM Integration, Real-Time Data Pipelines, RabbitMQ, PostgreSQL, and Cross-Encoder Re-ranking through production-grade AI system development. Designed and implemented an end-to-end AI-powered news ranking and validation platform with real-time data pipelines and LLM-based content validation.

NLP Semantic Search Information Retrieval LLM Integrations Real Time Data Pipelines RabbitMQ PostgreSQL Cross Encoder Re Ranking

Machine Learning Intern

iStudio

Jul 2025 - Nov 2025 (4 months)

Gained hands-on experience in Data Preprocessing, EDA, Feature Engineering, Statistical Analysis, Supervised Learning, and Model Evaluation. Designed and implemented a machine learning pipeline to predict student academic performance from demographic and socio-educational factors, achieving an R2 of 0.88 with Linear Regression and up to 81% accuracy across classification models.

data preprocessing EDA Feature Engineering Statistical Analysis Supervised Learning Model Evaluation Linear Regression Classification

Data Analytics Intern

HoTIT Institute Pvt.Ltd.

Jun 2025 - Jul 2025 (1 month)

Performed data cleaning, preprocessing, and modeling using Python, Excel, Power BI, and DAX to create interactive business intelligence dashboards. Developed sales analytics and real-time weather-pollution dashboards for KPI monitoring, trend analysis, and data-driven decision-making.