Tanay Mehendale - Portfolio

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This is the path that got me here — Mumbai to College Station to Redmond, ERP tickets to AI agent prototypes. Scroll through it, or skip to the work.

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End to End

This is the path that got me here — Mumbai to College Station to Redmond, ERP tickets to AI agent prototypes. Scroll through it, or skip to the work.

Feb 2026 – Present Work

Microsoft Agent Framework · AI Agents · LLMs

Supporting a strategic enterprise tech account as an AI Engineer at HCLTech
Contribute to AI‑led proposal development, solution narratives, and executive‑ready responses aligned with enterprise cloud, data, and responsible AI principles
Collaborate across technical, commercial, and stakeholder teams to deliver compliant, high‑quality submissions for complex, large‑scale engagements

Aug 2025 – Feb 2026 Work

Python · ETL · AWS · Data Pipelines · Pandas · Medallion Architecture

Architected a Python based ETL pipeline to consolidate 3 data sources into a multi-layer data lake on Amazon S3, reducing data preparation time by 40% and aiding time series analysis
Developed scalable logic to ingest 2M+ unstructured raw text via Reddit API, implementing regex-based alias matching across 25+ subreddits to expand data coverage by 300%
Optimized performance by resolving API failures, resulting in 100% data capture reliability and a 34% increase in speed
Integrated LLM based sentiment analysis to derive 12 distinct themes, creating high-value categorical features to improve segmentation and trend modeling

Apr 2024 – May 2025 Work

HCI · Systems Analysis & Design · ERP · SAP

ISTM 380 Human-Computer Interaction: User Experience, UI/UX, Design principles, Accessibility, Usability, Attention, Memory
ISTM 320 Systems Analysis & Design: Requirements Gathering, Data Modeling (ERDs, Data Flow Diagrams, UML)
SCMT 468 Enterprise Resource Planning: SAP, Sales & Distribution, Materials Management, Warehouse Management, Inventory Management
Mentored 245+ students across 4 courses through labs and office hours, clarifying requirements, debugging, and coaching presentations

Aug 2023 – May 2025 MS

GPA: 3.83 · Head of Marketing & Comms, BITS

Jan 2021 – Jun 2023 Work

SQL · Python · ETL · AWS · S3 · Glue · ABAP · Data Modeling

Developed 45+ custom ERP transactions using ABAP with SQL, improving data retrieval speed by 95% for 400+ users
Supported SAP to AWS ETL migration by extracting ERP data, validating S3 and Glue outputs, improving Redshift load consistency across weekly cycles
Diagnosed and resolved 30+ technical support issues via root cause analysis, cutting average resolution time by 35%
Collaborated with global teams to optimize SDLC audits and change management practices, reducing SOX compliance issues by 84% across 52+ releases

Aug 2017 – May 2021 B.Tech

Semi Finalist (Top 20 of 800+ teams) at IICDC-2019, national innovation hackathon by Texas Instruments & Dept. of Science & Technology, Govt. of India — affordable non-invasive flow meter
Winner — Case Study Presentation by Fire & Security Association of India (FSAI)