Pranav Mishra
New Delhi
Summary
Dynamic Senior Data Scientist with a proven track record at LTIMindtree, showcasing expertise in machine learning and team management. Revolutionized financial crime detection by designing AI algorithms, enhancing real-time risk identification by 50%. Skilled in Python and fostering collaborative success, I've driven significant advancements in predictive risk models and operational efficiencies.
Overview
11
11
years of professional experience
1
1
Certification
Work History
Senior Data Scientist
LTIMindtree
New Delhi
02.2022 - Current
- Developed an LLM-based model for adverse media screening, improving risk detection accuracy by 50%, and reducing processing time from hours to minutes.
- Enhanced Reporting Compliance: Automated compliance reporting reduces manual effort by 60% and improves STR accuracy by 40%, ensuring 99.5% regulatory adherence.
- Optimized Red Flag Indicators: Developed and refined over 100 red flag indicators, increasing suspicious activity detection by 45%, while reducing false positives by 30%.
- Advanced Risk Rating and Profiling: Implemented predictive risk models with 95% accuracy, cutting manual review time by 40%, and improving high-risk customer identification.
- Strengthened Foreign FIU Data Integration: Integrated data from more than 10 international FIUs, reducing data exchange latency from 72 hours to 24 hours, and improving actionable intelligence sharing by 60%.
- Developed AI-based models to extract foreign entities from STRs, achieving 90% precision, increasing detection efficiency by 50%, and reducing manual workload by 70%.
AI Engineer
Jai Bharat Maruti (JBM Groups)
Gurgaon
01.2021 - 01.2022
- Installed the Crack Detection System at JBM Haridwar, reducing defect-related supply chain delays by 40% for clients like Maruti.
- Deployed an end-to-end Part Identification System at JBMI Faridabad, cutting operational costs by 35%, and reducing manual labor dependency by 50%.
- Developed a visual inspection model using object detection, automating fault detection for 30+ defects across 56 plants, pan India, reducing manual inspection costs by 60%.
Senior Computer Vision Engineer
Sphinx Worldbiz Ltd
Noida
01.2020 - 12.2020
- Computer vision applied to security cameras to detect workers wearing helmets and safety vests while working on a construction site (PPE Detector)
- Face recognition-based attendance marking system
- ANPR system using the Tesseract engine, Image pre-processing using computer vision
Senior Software Developer
Zealeers Technologies
Bangalore
08.2015 - 12.2019
- Built Scalable Data Visualizations: Designed interactive dashboards, improving data accessibility and reducing analysis time by 50%. Enhanced backend features to support real-time updates with a 99.9% uptime.
- Developed High-Performance APIs: Created and optimized APIs for microservices, reducing data transfer latency by 40% and increasing throughput by 60%.
- Optimized Data Pipelines: Designed and maintained robust data pipelines, cutting data refresh time from 30 minutes to under 5 minutes, ensuring seamless synchronization between dashboards and databases.
Intern
Larsen and Tubro Infotech (LTI)
Mumbai
05.2014 - 08.2014
- Standardized Upstream Data: Documented and converted three major upstream data standards, ensuring 100% compliance with industry benchmarks.
- Optimized Data Handling: Improved data processing efficiency by 30% using MS Excel and Petrel, reducing inconsistencies, and enhancing accuracy.
- Environmental Impact Analysis: Gathered and analyzed over 500 data points on fracking, identifying key environmental risks, and improving reporting clarity by 40%.
Education
Master of Science - Machine Learning & Artificial Intelligence
Liverpool John Moores University
United Kingdom (UK)10-2022
Post Graduate Diploma (PGDM) - Machine Learning & Artificial Intelligence
International Institute of Information Technology
Bangalore India04-2022
Computer Science
University of Petroleum And Energy Studies
Dehradun India07.2015
Skills
- Machine learning
- Python
- MS SQL, PostgreSQL, Oracle DB
- Power BI, Qlik Sense
- Statistics
- Microsoft Azure
- Natural language processing
- RNN, GPT, and LLM
- Computer Vision
References
References available upon request.
Certification
- Google TensorFlow Developer Certification – Validated expertise in deep learning model development and deployment.
- Microsoft Azure AI Engineer Associate – Proficient in designing and implementing AI solutions on Azure.
- RASA Certified Chatbot Developer – Specialized in building AI-driven conversational agents.
- Deep Learning Specialization – IIT Madras – Comprehensive training in neural networks, CNNs, RNNs, and deep learning architectures.
- Bertelsmann Technology Scholarship – Udacity – Awarded for excellence in AI, focusing on advanced machine learning techniques.
Timeline
Senior Data Scientist
LTIMindtree
02.2022 - Current
AI Engineer
Jai Bharat Maruti (JBM Groups)
01.2021 - 01.2022
Senior Computer Vision Engineer
Sphinx Worldbiz Ltd
01.2020 - 12.2020
Senior Software Developer
Zealeers Technologies
08.2015 - 12.2019
Intern
Larsen and Tubro Infotech (LTI)
05.2014 - 08.2014
Master of Science - Machine Learning & Artificial Intelligence
Liverpool John Moores University
Post Graduate Diploma (PGDM) - Machine Learning & Artificial Intelligence
International Institute of Information Technology
Computer Science
University of Petroleum And Energy Studies
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