MOHAN KRISHNA TANGIRALA profile photo 1 on Tal

MOHAN KRISHNA TANGIRALA

AI Analyst @ Impact Analytics

Bengaluru

2+ years of work experience

Impact Analytics
Oct 20251 yr 1 moPresent

Bangalore Urban, Karnataka, India

• Contributed to end-to-end data preparation for retail pricing analytics by cleaning and standardizing multi-source datasets related to products, regions, sales, and demand. • Built automated Airflow ETL pipelines to ingest client data from Databricks, load curated datasets into BigQuery, and synchronize them to PostgreSQL for downstream analytics. • Developed unified Master Tables integrating multiple retail data sources to enable visibility into demand trends, pricing metrics, and product performance. • Performed EDA and pricing analytics to identify discount sensitivity, regional demand patterns, and sales fluctuations. • Generated data-driven recommendations on discount percentages and markdown strategies to support client pricing decisions.
Axion Ray
Apr 20257 mosOct 2025

Bengaluru, Karnataka, India

• Applied LLM prompt engineering to extract entities from unstructured complaint logs, converting free-text data into structured failure and component tags. • Built automated pipelines to detect tagging anomalies and iteratively improve entity extraction accuracy and dataset quality. • Built scalable tagging pipelines using Python to convert noisy service complaint logs into structured Failure–Component datasets, reducing manual QA time by 60%. • Automated ingestion and transformation of client Excel claims data using Python, improving data consistency and weekly processing efficiency. • Developed validation and enrichment workflows for high-volume datasets, maintaining <5% error rate in labeled outputs used for client dashboards. • Collaborated with backend engineers to debug and optimize tagging pipelines, reducing weekly failure runs by 40%. • Delivered production-ready issue-tagged datasets enabling root cause analysis and proactive maintenance insights.
Mu Sigma Inc.
Jul 202310 mosApr 2024

Bengaluru, Karnataka, India

• Analyzed multi-source datasets using Python to identify trends and generate actionable business insights. • Built KPI tracking models and interactive dashboards using Power BI and Excel to monitor business performance. • Automated data preparation and reporting workflows to improve efficiency and reduce manual effort. • Conducted exploratory data analysis to uncover customer behavior patterns and market trends. • Collaborated with cross-functional teams to translate business requirements into data-driven solutions.

MOHAN’s AI Stack

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claude code
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hugging face
langchain
langchain
Blackbox AI
Blackbox AI
Guardrails AI
Guardrails AI

Education

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech, Artificial Intelligence & Machine Learning

Birla Institute of Technology and Science, Pilani

20252 yrs2027
kl university

Bachelor of Technology - BTech, Computer Science

kl university

20194 yrs2023

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Headline

AI Analyst @ Impact Analytics

About

Analytical data analyst with experience in data analysis, visualization, and machine learning. Skilled in Python, SQL, and Power BI. Develops data-driven solutions to drive business growth, integrating complex data sets and providing actionable insights.

Location

Bengaluru

AI stack

claude code

cursor

hugging face

langchain

Blackbox AI

Guardrails AI

Work experience

AI Analyst at Impact Analytics, Oct 2025 - Present · 1 yr 1 mo, Bangalore Urban, Karnataka, India, • Contributed to end-to-end data preparation for retail pricing analytics by cleaning and standardizing multi-source datasets related to products, regions, sales, and demand. • Built automated Airflow ETL pipelines to ingest client data from Databricks, load curated datasets into BigQuery, and synchronize them to PostgreSQL for downstream analytics. • Developed unified Master Tables integrating multiple retail data sources to enable visibility into demand trends, pricing metrics, and product performance. • Performed EDA and pricing analytics to identify discount sensitivity, regional demand patterns, and sales fluctuations. • Generated data-driven recommendations on discount percentages and markdown strategies to support client pricing decisions.

Data Analyst at Axion Ray, Apr 2025 - Oct 2025 · 7 mos, Bengaluru, Karnataka, India, • Applied LLM prompt engineering to extract entities from unstructured complaint logs, converting free-text data into structured failure and component tags. • Built automated pipelines to detect tagging anomalies and iteratively improve entity extraction accuracy and dataset quality. • Built scalable tagging pipelines using Python to convert noisy service complaint logs into structured Failure–Component datasets, reducing manual QA time by 60%. • Automated ingestion and transformation of client Excel claims data using Python, improving data consistency and weekly processing efficiency. • Developed validation and enrichment workflows for high-volume datasets, maintaining <5% error rate in labeled outputs used for client dashboards. • Collaborated with backend engineers to debug and optimize tagging pipelines, reducing weekly failure runs by 40%. • Delivered production-ready issue-tagged datasets enabling root cause analysis and proactive maintenance insights.

Data Analyst at Mu Sigma Inc., Jul 2023 - Apr 2024 · 10 mos, Bengaluru, Karnataka, India, • Analyzed multi-source datasets using Python to identify trends and generate actionable business insights. • Built KPI tracking models and interactive dashboards using Power BI and Excel to monitor business performance. • Automated data preparation and reporting workflows to improve efficiency and reduce manual effort. • Conducted exploratory data analysis to uncover customer behavior patterns and market trends. • Collaborated with cross-functional teams to translate business requirements into data-driven solutions.

Education

Master of Technology - MTech, Artificial Intelligence & Machine Learning, Birla Institute of Technology and Science, Pilani

Bachelor of Technology - BTech, Computer Science, kl university