lav pareva
Open to work4 years experienceAI/ML Engineer
AI/ML Engineer | GenAI Engineer | Data Scientist
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Skills & Technologies
46 skillsWork Experience
AI Engineer | Pega Developer
Cognizant Technology Solutions
- Designed, developed, and maintained enterprise-grade BPM applications on the Pega Platform, collaborating with Business Leads and Business Analysts to translate complex business requirements into scalable, high-quality enterprise solutions.
- Engineered PRPC components including Flows, Activities, Data Transforms, Decision Tables, Decision Maps, Declarative Rules, Validation Rules, and responsive UI components while adhering to Pega Guardrails and software engineering best practices.
- Partnered with cross-functional stakeholders to design intelligent workflow solutions, gaining hands-on experience with predictive analytics, data preprocessing, decision support systems, and AI-driven business process optimization.
- Consistently delivered 100% of assigned sprint commitments while maintaining high-quality standards, earning repeated appreciation from clients and project leadership for timely delivery, ownership, and production issue resolution.
- Expanded technical expertise into Artificial Intelligence and Machine Learning by independently developing AI-powered applications using Python, FastAPI, NLP, Hugging Face Transformers, PyTorch, TensorFlow, and Generative AI , focusing on intelligent automation and real-world problem solving.
- Developed end-to-end AI solutions involving LLM integration, text summarization, natural language processing, REST API development, model inference, and deployment , strengthening expertise in Machine Learning Engineering and production-ready AI application development.
- Contributed to AI-enabled process automation initiatives by leveraging PEGA Decisioning capabilities, predictive indicators, recommendation strategies, and data-driven business rules to support intelligent case prioritization, customer recommendations, and automated candidate screening.
- Collaborated with business stakeholders to translate requirements into intelligent automation solutions, while gaining hands-on experience in AI/ML concepts including predictive analytics, data preprocessing, decision support systems, and model-driven business process optimization.
Projects
SpotMe - AI Powered Attendance System
View Project- An AI-powered attendance management system leveraging facial recognition, voice verification, computer vision, and machine learning for secure biometric authentication and automated attendance tracking, with a Streamlit-based web interface, real-time user identification, Supabase cloud integration, and robust security mechanisms to enhance accuracy, efficiency, and operational performance.
Real-time AI Gym Coach
View Project- Developed an AI-powered Virtual Gym Coach using Python, MediaPipe, OpenCV, Streamlit, WebRTC, and LLM APIs to perform real-time pose estimation, exercise tracking, workout analysis, and movement correction, delivering personalized voice-enabled feedback, performance analytics, and intelligent fitness guidance to enhance training effectiveness and user engagement.
Text Summarizer
View Project- Developed an AI-powered NLP text summarization system using Hugging Face Transformer models to generate concise summaries from multi-speaker conversations, implementing data preprocessing, model training, and inference pipelines, and deploying a FastAPI-based backend for real-time summary generation and seamless application integration.
Leaderboard Standings
Leaderboard Position Pending
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Assessment Highlights
Assessments Not Completed
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AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
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About Details
Professional Bio
AI/ML Engineer and Pega Developer with expertise in building enterprise-grade BPM applications and AI-powered solutions. Skilled in Python, NLP, Generative AI, and predictive analytics to drive intelligent automation and business process optimization.
BTECH(Computer Science) in Computer Science
Swami Keshwanand Institute Of Technology, Jaipur (2018 - 2022)