Headline

Data Scientist | Machine Learning Engineer | Generative AI | NLP | Deep Learning | Python | SQL | XGBoost | PyTorch | LangChain | RAG | Computer Vision

About

Aspiring Data Scientist and Machine Learning Engineer with hands-on experience building end-to-end machine learning, deep learning, NLP, and Generative AI solutions. Developed high-impact projects including cybersecurity incident classification (Macro F1: 0.98), used car price prediction (R²: 0.8891), demand forecasting systems, facial emotion recognition using CNNs, and RAG-based document question-answering chatbots. Skilled in Python, SQL, Scikit-learn, XGBoost, PyTorch, LangChain, FAISS, and Streamlit, with strong expertise in data preprocessing, feature engineering, model optimization, deployment, and MLOps-ready workflows. Passionate about solving real-world business problems through AI and machine learning.

Location

Greater Bengaluru Area

AI stack

claude code

codex

cursor

glama

langgraph

huggingface

Work experience

Senior AR Associate at ACN Healthcare RCM Services Pvt Ltd, Nov 2024 - Jul 2025 · 9 mos, Bengaluru, Karnataka, India, -Designed a Power BI web dashboard with 15+ interactive reports covering AR aging, denial log by line of business, revenue mix, and payer-wise transaction summary — eliminating manual -Excel consolidation and reducing monthly reporting effort from 3 days to 2 hours -Engineered a prompt-optimized GPT-4 pipeline that reads denial reason codes and clinical evidence to draft customized appeal letters — reducing appeal writing time from 45 to 5 minutes per case, increasing appeal volume 3x, and improving appeal success rate by 12%. -Implemented a Power BI + Teams real-time SLA alert system with drill-down to root causes (payer, document type, processor), reducing SLA breach rate from 14% to 5% within 2 months -Applied generative AI (GPT-4) to real claims and clinical workflows for automation — appeal letter drafting and prior-auth summarization — beyond traditional BI reporting. -Built end-to-end reporting and automation systems that combine dashboarding (Power BI) with LLM-based workflow automation, tied to measurable KPIs (reporting time, TAT, SLA compliance, appeal success rate

Senior AR Associate at Omega Healthcare Management Services, Aug 2021 - Jun 2024 · 2 yrs 11 mos, Bengaluru, Karnataka, India, -Designed and optimized complex SQL queries (JOINs, CTEs, window functions, subqueries) to extract, clean, and aggregate data from multiple relational data sources — reducing report generation time and eliminating manual spreadsheet consolidation. -Automated recurring reporting workflows using Excel VBA macros, SUMIFS/INDEX-MATCH/XLOOKUP formula logic, and Power Query ETL pipelines, cutting weekly reporting turnaround from several hours to under 30 minutes. -Partnered with cross-functional stakeholders (Finance, Operations, Compliance) to gather requirements and translate business questions into data models and interactive Power BI visualizations, improving decision-making speed on billing and payment issues. -Conducted exploratory data analysis (EDA) on transaction-level data to identify statistical outliers and anomalies, surfacing discrepancies that led to process fixes and reduced error rates by 10%. -Strong technical foundation across SQL, Excel/VBA automation, Power Query, and Power BI/DAX — spanning the full pipeline from raw data extraction to stakeholder-facing visualization

Network Engineer at Mahalasa enterprises pvt ltd, Nov 2018 - Apr 2021 · 2 yrs 6 mos, Bengaluru, Karnataka, India, -Engineered and delivered end-to-end IP network solutions, including route-based architecture design, configuration, and installation across enterprise WAN/LAN environments — ensuring seamless connectivity and minimal downtime during rollout. -Diagnosed and resolved complex network issues in multi-vendor environments (Juniper, Cisco), including routing protocol conflicts (BGP/OSPF), interface failures, and latency issues — reducing mean time to resolution (MTTR) and improving network uptime. -Monitored network capacity, throughput, and performance metrics using [tool names if applicable, e.g., SolarWinds, PRTG, Cisco DNA Center], proactively identifying bottlenecks and implementing corrective actions to maintain SLA compliance. -Maintained meticulous documentation and configuration standards across network changes, demonstrating strong attention to detail that contributed to improved audit readiness and service-level consistency

Education

Bachelor of Computer Applications, Computer Science, IEC UNIVERSITY

PUC, PCMC, Narayana Institute

Public links

github: https://github.com/SuhasH752