Aakash Belide
Building AI Agents and Workflows.
AI Engineer · Software Engineer · Data Science Engineer · Boston, MA
Open to 2026 AI Engineer / Data Science roles
- $1.19M+, saved · graph dedupe engine
saved · graph dedupe engine
- $59.7M, impact · risk segmentation
impact · risk segmentation
- $6M+, fraudulent loans prevented
fraudulent loans prevented
- 10×, cost reduction · dedupe arch
cost reduction · dedupe arch
- 2,000+, users served · NL2SQL agent
users served · NL2SQL agent
- 3+ yrs, shipping production AI
shipping production AI
Chapter 01
Ask the Oracle
aakash@matrix:~$ select a query:
Chapter 02
Highlights
Clara: Granite NL2SQL Chatbot
- Cut query turnaround from hours to minutes for 2,000+ business users with a scalable data-integration solution.
- Built on Neo4j, Qdrant, FastAPI, LangGraph and Cloud Run, with OpenTelemetry for monitoring.
- Grounds generated SQL in schema + business context via a retrieval-augmented, multi-step agent graph.
Chapter 03
Journey
commit 5631943
Graduate Teaching Assistant
Northeastern University · Boston, MA · May 2026 – Present
- Supports 20+ graduate students in INFO 6215 (Business Analysis & Information Engineering); runs course ops (Canvas, Slack, attendance, weekly Zoom).
commit 4b8cdbb
Data Science Intern
Granite Telecommunications · Quincy, MA · Jun 2025 – Dec 2025
- Reduced query turnaround from hours to minutes for 2000+ business users via an agentic RAG NL2SQL workflow (Neo4j, Qdrant, FastAPI, LangGraph, Cloud Run, OpenTelemetry).
- Enhanced data completeness by 35% across 20,000+ franchisee records, cutting manual lookup time 40%, via an agentic web-scraping and transformation workflow (Gemini, LangChain, LangGraph).
- Built a secure Angular/TypeScript app (5+ pages) with OKTA auth, deployed on GCP Cloud Run.
- Built and deployed 5+ domain-specific co-pilot AI agents in Microsoft Teams with boss/sub-agent routing.
- Migrated 10,000+ files from Shelf to SharePoint with 100% hierarchy parity and zero data loss.
- Automated processing of 100,000+ MS Teams PSTN call records into GCS/BigQuery for near real-time analytics.
- Mapped 50,000+ customer records to ChainXY location data via multi-factor similarity matching.
commit 397e821
Data Science & AI Engineer, Risk Containment Unit (Deputy Unit Manager)
Bajaj Finserv · Pune, India · Feb 2024 – Aug 2024
- Built an automated decision-tree segmentation model across B2B/B2C/Wheels, reducing delinquency 1.5% → 1%, estimated at $59.7M savings per product.
- Used Azure OpenAI GPT-4o vision on merchant images to verify net worth, cutting manual review 60%.
commit b319eec
Data Science & AI Engineer
Bajaj Finserv · Pune, India · Jul 2022 – Jan 2024
- Architected a graph-based deduplication engine (1B nodes, 10B edges) to identify duplicate customers, saving $1.19M.
- Built real-time fraud-detection APIs, risk models, a customer propensity model, and risk scorecards.
- Cut fraudulent customer logins 40%, saving 100+ hours of manual review per month.
- Migrated production APIs from VMs to Azure Kubernetes Service, reducing deployment costs 30%.
- Mentored 9 interns across 4 projects that saved over $1M; received the Heroes Award and made the Wall of Fame.
commit 1a1b393
Data Science & AI Engineer Intern
Bajaj Finserv · Pune, India · Jan 2022 – Jul 2022
- Improved fraud catch rate 32% via ETL pipelines and statistical address-based fraud detection.
- Built an NLP standardization algorithm that prevented $6M+ in fraudulent loans.
- Built log-monitoring infrastructure (ADX, Tableau, Power BI) covering 1M+ daily logs.
- Won 3rd place company-wide at Devtalks among 300+ interns, sole Bajaj Finserv intern winner.
Chapter 04
Skills
Sweep the lens across the stack to light it up.
import AGENTIC_AI
- LangGraph
- LangChain
- Google ADK
- MCP
- A2A
- Multi-Agent Orchestration
- Tool-Calling
- Skills
- RLHF
import RAG_AND_GENAI
- RAG
- OpenAI
- Gemini
- Claude
- Vector Databases
- Qdrant
- Pinecone
- Fine-Tuning
- Soft Tuning
- Claude Code
import CLOUD_AND_MLOPS
- Azure
- GCP
- AWS
- Docker
- Kubernetes
- Terraform
- CI/CD
- OKTA
- OpenTelemetry
- GitHub
import BIG_DATA
- Databricks
- PySpark
- Snowflake
- BigQuery
- Neo4j
- TigerGraph
- Airflow
- Power BI
- Tableau
- Azure Data Explorer
- ETL
import ML_AND_DS
- Python
- PyTorch
- Scikit-learn
- NLP
- Deep Learning
- Fraud Detection
- Risk Modeling
- Classification
import BACKEND_AND_APIS
- FastAPI
- Flask
- Django
- SQLAlchemy
- SQL
- PostgreSQL
- MongoDB
- Elasticsearch
- REST
import FRONTEND_AND_WEB
- Next.js
- React
- Angular
- TypeScript
- Tailwind CSS
- JavaScript
- Chrome Extensions
- HTML
- CSS
import DESIGN_AND_CREATIVE
- Figma
- Photoshop
- Premier Pro
- After Effects
import OTHER
- Java
- C++
- OOP
- Data Structures
- Algorithms
- Git
- Linux
- Bash
Chapter 05
Certifications & Education
-rw-r--r--Azure Data FundamentalsMicrosoft
-rw-r--r--Google Cloud Professional Data Engineer (prep)Google Cloud
-rw-r--r--Building Resilient Streaming Analytics Systems on Google CloudGoogle Cloud
-rw-r--r--Object Oriented Programming in JavaCoursera
-rw-r--r--Data Science OrientationCoursera
-rw-r--r--What is Data Science?Coursera
- Heroes Award ×2, Bajaj Finserv
- Kudos Award, Bajaj Finserv
- 3rd place, Devtalks (300+ interns)
Education
-rw-r--r--Northeastern UniversityMS, Information SystemsGPA 4.0 · 2026
-rw-r--r--Vellore Institute of TechnologyBTech, Computer Science2022
Chapter 06
Leadership & Community
President
Indian Society for Technical Education (ISTE)· Oct 2019 – Dec 2020- Raised ₹1.5L in sponsorship, the highest ever secured by any chapter President.
- Ran workshops, hackathons & coding competitions with 5,000+ footfall across India.
- Led a 10-member executive board and a 60-person core team; taught career planning via Teach for Vellore.
Graduate Mentor
CSI Peer Pathways · Northeastern University· Jan 2025 – Apr 2025- Mentored incoming graduate students, easing their transition into the MSIS program.
Campus Ambassador
Coding Ninjas India· 2020- Drove 700+ student registrations, boosting event attendance and campus outreach.