Optimised Digital Academy:Problem: Traditional education methods lacking innovation.Solution: Infused Co-pilot, Blackbox AI, Stable Diffusion, Botsify, and Jasper AI into the curriculum, optimizing web development, marketing, and graphics design. This strategic integration became our Unique Selling Proposition (USP), redefining education and positioning Digital Academy as an innovative brand in the sector.Collaborative Multi-Agent System for Enhanced Market Analytics: Advanced Multi-Agent System: Developed using Crew AI, LangGraph, and LangChain.Customised each agent to specialise in different aspects of marketing data analysis, enhancing their efficiency and accuracy.Fine-tuned the Agent Supervisor model using extensive hyperparameter tuning, adjusting parameters like learning rates, batch sizes, and the number of training epochs to enhance coordination and responsiveness. Applied extensive hyperparameter tuning to improve the performance of the agents and the supervisor model.Utilised transfer learning to enhance agents' capabilities based on pre-trained models, accelerating the fine-tuning process.Implemented a shared scratchpad for effective communication and data exchange between agents, improving the overall analysis process.Full Stack Large Image Model for Fitness industry client.Implemented a multimodal framework combining image recognition and nutritional databases.Ensures high accuracy in food identification and nutrient breakdown.Fine-Tuning for Enhanced Performance:Fine-tuned the image recognition model using a large dataset of food images.Applied transfer learning from pre-trained models to boost initial accuracy.Conducted extensive hyperparameter tuning to optimize model performance, focusing on learning rates, batch sizes, and training epochs to enhance response accuracy and reduce latency.Regular updates and retraining to incorporate new food items and improve detection accuracy.

Financial Dashboard Design:Designed a robust financial dashboard for US GAAP Leap packages using PowerBI and Zebra BI.Implemented Row-level security (Manager Level Hierarchy) for enhanced data control.Dynamic presentation in PowerPoint to convey complex financial insights seamlessly.Automation of STAT Reporting:Crafted a comprehensive presentation showcasing statutory earnings.Automated multiple STAT schedules and pages, enhancing efficiency.Seamlessly integrated PowerBI, PowerQuery, and Power Automate for a streamlined reporting process.RIC Reporting Automation:Spearheaded RIC Reporting Automation using Power Automate.Optimized reporting workflows, resulting in more efficient outcomes.

Time Series Forecasting:Problem: Procurement inefficiencies due to a quarterly purchasing cadence.Solution: Developed ML and Deep Learning-based forecasting models, shifting to a biannual purchasing cadence, reducing daily ad hoc procurement instances by 40%.ETL and Automation Pipeline:Problem: Manual data processing challenges.Solution: Implemented Dataflow for ETL processes, used Power Automate and Power Query to automate workflows, ensuring efficient data processing.Inventory Management Optimization:Problem: Overstocking and stockout issues affecting marketing strategies.Solution: Utilized Anomaly Detection (Isolation Forest, Autoencoders), developed PowerBI dashboards, and implemented ABC and XYZ classification. Reduced overstocking and stockout, enhancing marketing efficiency.Market Basket Analysis for Product Bundling:Problem: Suboptimal product recommendations affecting average order value.Solution: Employed Market Basket Prediction (Apriori Algorithm) to create strategic product bundles, optimizing recommendations, resulting in a 13% increase in average order value.Reinforcement Learning, A/B Testing for Advertising:Problem: Low Ad Click-Through Rates.Solution: Transformed standard A/B testing into a Reinforcement Learning framework, specifically focusing on online advertising campaigns. Increased Ad Click-Through Rates for TERRA FOODS AND CO.Operational Efficiency for Outlet Performance:Problem: Suboptimal outlet performance and sales.Solution: Conducted root cause analysis, optimized outlet performance, strategically allocated resources, and enhanced coverage. Resulted in improved operational efficiency and revenue generation for each outlet in NCR and Jaipur.