Nov 2023 – Jan 2025 · 1 yr 2 mos · Gurugram, Haryana, India · On-site

• At Multitv, I contribute to cutting-edge R&D projects focused on AI and cloud solutions. My key achievements include developing advanced document retrieval systems with OpenAI GPT-based LLMs, enabling seamless news clip retrieval with GCP's Gemini LLM, and leading innovative applications in Computer Vision and NLP for sports highlight generation and advertising campaigns. These efforts have consistently optimized workflows, boosted engagement, and enhanced productivity across domains

Jun 2023 – Aug 2023 · 2 mos · India · Remote

• 🔍 **Insurance Premium Prediction Project Overview** 💼
• During my iNeuron internship, I tackled the intricate landscape of Insurance Premium Prediction. This venture encompassed deep exploration, precise preprocessing, model refinement, and creation of vital project artifacts.
• 1. Exploratory Data Analysis (EDA):** Through visualizations and statistics, I unveiled hidden patterns, outliers, and correlations, laying the groundwork for data-driven insights.
• 2. Data Preprocessing:** Cleaning, handling missing values, and encoding categorical variables formed the robust base for subsequent modeling.
• 3. Regression Model Selection:** I experimented with various regression models on a clean dataset, identifying the most promising ones. Fine-tuning and cross-validation optimized predictive accuracy.
• 4. Model Persistence:** The best model emerged from iterative efforts. I persisted it for seamless future integration and deployment.
• 5. Documentation:** Precise documentation included a high-level design document for objectives, a low-level design document for technical insights, and architecture & wireframe documents for project structure.
• 6. Insights and Impact:** This project empowered insurers with insights for informed premium pricing decisions. The predictive model optimized risk assessment and strategy, benefiting both the company and policyholders.
• Insurance Premium Prediction Explanation:**
• Insurance premium prediction estimates payments for coverage. Insurers leverage data to calculate premiums, aligning with potential risks. Predictive models, using ML algorithms, analyze historical data to forecast future claims and costs. Accurate predictions balance financial risks, enabling competitive pricing and fair coverage.
• This journey cultivated holistic problem-solving. I'm proud of gained skills, conquered challenges, and amassed knowledge. The project propels my growth in data science and predictive modeling.