Mani Krishna M. Email and Phone Number
🎓 Data Science MSc graduate from the University of Leeds with a strong background in Computer Science (BTech from Gayatri Vidya Parishad College of Engineering). Currently enhancing data-driven decisions at Amygda AI, Derby, UK.🔍 Skilled in Python, R, SQL, and various data science frameworks and tools. Proven track record in machine learning, deep learning, computer vision, and NLP.💼 Experience includes impactful roles at Amygda AI and Infosys Ltd, where I've delivered significant improvements in predictive analytics, anomaly detection, and conversational AI.🚀 Led innovative projects like AI Exploration of MalariaXpose, a Classification Model for ICO Campaigns, a Medical Chatbot, and Image Captioning Model Development, demonstrating prowess in AI and ML applications.🏆 Recipient of prestigious awards and scholarships, demonstrating academic excellence and coding proficiency.🌐 Actively engaged in the data science community, contributing knowledge and leading in student organizations to foster a collaborative learning environment.
Amygda Ai
View- Website:
- amygdalabs.com
- Employees:
- 3
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Data ScientistAmygda Ai Nov 2023 - PresentDerby, England, United Kingdom• Performed Exploratory Data Analysis and developed a machine learning model to predict train faults, alongside building forecasting models using Prophet, resulting in a 25% reduction in damage costs.• Developed an anomaly detection model for airport baggage scanning machines by analyzing sensor and log time series data from 40 units, successfully identifying 30% of failures in the first month of production.• Worked on a Proof of Concept for train fault prediction using high-frequency data, conducting data analysis and building an XGBoost model with a recall of 0.73, presented via a Streamlit application and deployed using Docker and Google Cloud Run.• Implemented a Knowledge Graph for unstructured document data using GPT-3.5 Turbo, improving context-based replies by 30% and enhancing conversational accuracy and user satisfaction metrics.• Addressed production bugs in the model and integrated feedback into the prediction model to improve overall performance.
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Data ScientistInfosys Ltd Nov 2020 - Aug 2022Chennai, Tamil Nadu, India• Collaborated with diverse teams to understand project objectives on pregnancy women’s data, utilizing SQL for data cleaning operations to optimize data quality and efficiency.• Created a Tableau dashboard, visualizing reports with a 70% increase in data comprehensibility, aiding in recommending balanced protein-rich food for patients.• Developed and trained an ensemble model, with 80% accuracy in a team effort and contributed to informed decision-making.• Designed and implemented an advanced Natural Language Processing model using BERT, achieving remarkable duplicate loan applications, resulting in reducing redundancy by 30% in large datasets.• Demonstrated adept use of AWS S3 for seamless data storage, retrieval, and processing, resulting in a substantial 25% enhancement in overall system efficiency during the detection of duplicate textual protocols.
Mani Krishna M. Education Details
Frequently Asked Questions about Mani Krishna M.
What company does Mani Krishna M. work for?
Mani Krishna M. works for Amygda Ai
What is Mani Krishna M.'s role at the current company?
Mani Krishna M.'s current role is Data Scientist at Amygda AI | University of Leeds Alumnus | Expert in Machine Learning, AI & Data Analytics | Transforming Data into Actionable Insights.
What schools did Mani Krishna M. attend?
Mani Krishna M. attended University Of Leeds, Gayatri Vidya Parishad College Of Engineering (Autonomous).
Who are Mani Krishna M.'s colleagues?
Mani Krishna M.'s colleagues are Asya Bodeva, Shaheryar (Shery) Khan.
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