Tanay
Mehendale

AI Engineer - Agentic AI

HCLTech · MS-MIS @ Texas A&M · DJ & Producer
View Resume
The Person

Curious
Builder

EDM Formula 1 Sci-Fi Data Systems AI Pipelines
Tanay Mehendale

I build data and backend systems that power analytics and AI products — Python, SQL, AWS, streaming pipelines, LLM-based agents. I enjoy breaking systems, fixing them, and making them scale.

When I'm not building: EDM on the decks, F1 on the screen, sci-fi on the nightstand.

Selected Work

The
Work

End to End

The
Arc

HCLTech

AI Engineer — Agentic AI · Strategic Accounts

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

Texas A&M University

Data Engineer Intern — Research

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

Texas A&M University

Graduate Teaching Assistant

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

Mays Business School, Texas A&M University

Master of Science — Management Information Systems

MS

GPA: 3.83 · Head of Marketing & Comms, BITS

  • ISTM 622 – Advanced Data Management
  • ISTM 637 – Data Warehousing
  • ECEN 758 – Data Mining
  • CSCE 679 – Data Visualization
  • STAT 650 – Statistics & Foundations of Big Data

LTIMindtree

Software Engineer

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

Sardar Patel Institute of Technology, University of Mumbai

Bachelor of Technology — Electronics & Telecommunications

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)
What I reach for

The
Stack

Tools I've shipped real things with — weighted by how often I'd reach for them under pressure.

Core stack Regular use Contextual
LLM RAG LangChain Agentic AI MCP MSAF Google ADK Graph-RAG Azure OpenAI
Python SQL TypeScript JavaScript Java Shell / Bash C++ R
Spark Kafka Airflow Snowflake dbt ETL / ELT SSIS SSAS
AWS Docker Git S3 Athena Redshift EC2 RDS
PostgreSQL MongoDB MySQL Cassandra MariaDB SAP HANA
Tableau Power BI Grafana SSRS
Verified credentials

Certified

Get In Touch

Let's
Talk

I'm always up for a conversation about data systems, AI pipelines, or whatever problem you're trying to solve.