Abhinav Kalloormana
Data Scientist at LTI Mindtree |MSBA Grad @UIUC | Ex employee of Cognizant Technology Solutions
- Role
- Data Scientist at LTIMindtree
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Abhinav Kalloormana
Data Scientist with 4 years of experience delivering predictive analytics, risk modeling,…
Experience
Data Scientist
Feb 2024 — Present · Delhi, IN
Developed and deployed AI/ML models for compliance analytics, leveraging anomaly detection and risk scoring techniques to identify suspicious patterns in large datasets.2. Designed and maintained data pipelines using Python, SQL, and Streamlit, integrating models for regulatory reporting automation, reducing manual effort by 70%.3. Built robust web scraping solutions using Selenium and BeautifulSoup to extract data from dynamic and CAPTCHA-protected sources, enriching internal datasets for model training.4. Engineered optimized data ingestion and transformation workflows with SQL indexing, improving query performance for compliance monitoring systems.5. Collaborated with cross-functional teams to identify business requirements, deliver data-driven insights, and support compliance and risk management via Power BI and Excel dashboards.6. Integrated LLMs (Mistral, Vana via OpenAI) to automate adverse media screening by extracting, classifying, and enriching risk-related news articles, reducing manual review time and boosting risk insight accuracy.
Education
University of Illinois Urbana-Champaign
Master of Science - MS
2022 — 2023
Bharatiya Vidya Bhavan's
School
2003 — 2015
Narayana Junior College, Jubilee hills
Intermediate
2015 — 2017
Chaitanya Bharathi Institute Of Technology
Bachelor of Technology - BTech
2017 — 2021
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