Data Analyst Machine Learning

Experienced Data Analyst with *.* years of expertise in developing data solutions and building AI-driven tools. Proficient in Python, SQL, and AWS. Demonstrated success in managing large datasets, designing scalable solutions, and delivering actionable insights to enhance decision-making and performance. Skilled in data analytics, machine learning, and advanced data tools.

KOCH Business Solutions, Bangalore.

Bachelor of Mechanical Engineering GPA - 7.65

HSC 87.20%

Data Science using Python and R

Data visualisation using Tableau and Power BI.

Python for Data Science (IBM)

Complete machine learning and data science by Google (Udemy) AWS (Udemy)

Data Quality Data Quality Engineer

Project Overview: Developed, implemented and deployed dynamic checks for database tables and monitored API gateways using CloudWatch. Integrated monitoring with ServiceNow to automate ticket and email generation upon failure. Deployed Lambda functions using Terraform and Docker on GitLab, enhancing project efficiency across multiple initiatives. This work contributed to a total team value generation of over $100 million. WTW - KochGPT Compensation Plugin AI Developer

Project Overview: Led the development of an AI-driven plugin to streamline compensation research for recruitment and appraisal processes. The plugin leverages advanced semantic search techniques and vector databases to provide quick, data-driven insights, enhancing decision-making for compensation strategies. Value Generation: 2 million. FHR-GenAI AI Developer

Project Overview: Developed an advanced chatbot using Python and Large Language Models to enhance database communication. Integrated NLP to translate user queries into SQL, improving data retrieval efficiency. Created a solution that allows finance controllers to access vital information quickly, significantly saving time and streamlining processes. Demonstrated expertise in NLP and database management, boosting efficiency and responsiveness in financial data handling.

Falcon - AI-Powered Model Monitoring Tool Lead Data Analyst Project Overview: Designed and developed Falcon, a scalable model monitoring tool integrating GenAI capabilities. Falcon supports seamless onboarding of new models, custom check creation, and delivers project-specific dashboards with personalised alerts and insights. The tool also incorporates predictive KPIs to identify retraining needs and root cause analysis for model performance issues. This saved 95% of team bandwidth and supported parallel processing, eliminating the project pipeline.

Model Monitoring & Analytics Data Analyst

Project Overview: Spearheaded model onboarding processes and implemented robust monitoring frameworks, including real-time anomaly detection and predefined threshold alerts. Developed intelligent KPIs that predict the need for model retraining, offering proactive insights into potential model degradation and failure scenarios. Sherlock: Resume Ranking Tool Data Analyst

Project Overview: Developed a resume parsing tool that extracts image bands from CVs using computer vision techniques. The data is clustered with Support Vector Classification and ranked using a machine learning model such as a Random Forest or Gradient Boosting, which evaluates resumes based on keywords, contextual relevance, and other important factors. This tool optimizes the resume ranking process, significantly enhancing efficiency and saving time in recruitment. Dec 2021 - Present

PROFESSIONAL SUMMARY

956******* · **************@*****.***

Bangalore, India

Nikhil Talhar

PROFESSIONAL EXPERIENCE

CERTIFICATIONS

SKILLS

Programming & Tools: Python, SQL, Git, AWS, Statistical Tools, MS Office Machine Learning & AI: Supervised & Unsupervised Learning, Neural Networks, LSTM, SVM, Forecasting, Deep Learning, GenAI, Langchain, Semantic Kernel, RAG, Vector DB, NLP (Word2Vec, Gensim, Spacy, Sentiment Analysis) Deployment: AWS Lambda, Eventbridge, Step-functions, FAST-API, GitLab, Terraform, Docker, CI/CD, Kafka, ETL Data Analysis & Visualization: Data Analysis, BI Tools, Dashboarding, Reporting, Presentation Skills Mathematics & Statistics: Statistics, Probability, Predictive Modeling EDUCATION

Narayana Vidyalayam, Nagpur

SSC 92%

Narayana Vidyalayam, Nagpur

Linkedin

Github

YCCE, Nagpur

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