RAG / EVALUATION
RAG Chatbot Evals
RAG support chatbot with a verbatim-quote-or-refuse policy and a full eval harness: retrieval recall, answer accuracy, faithfulness, refusal behavior.
View RAG Chatbot EvalsAKASH.EXE / CHOOSE YOUR EXPERIENCE
How do you want to meet me?
TWO MODES. ONE AKASH.DALLAS, TX · PROJECTS LIVE FROM GITHUB
OPEN TO FORWARD-DEPLOYED AI ENGINEERING ROLES
Akash builds
AI that ships.
THE ANALYST WHO SHIPS AI
By day I'm a Senior Portfolio Data and AI Analyst at Elevate — attribution models, funnel lifts, portfolio risk. By obsession I'm an AI engineer: a 20-repo agent-reliability toolkit — evals, red-teaming, guardrails — with production ML on AWS. Two tracks, one edge — building toward forward-deployed engineering, AI engineering, and technical solutions roles. GitHub ↗
01 / Featured
Systems built to be used, tested, and trusted.
AGENTS / GUARDRAILS
Agent Tool Demo
ReAct-style AI agent with layered guardrails, cost tracking, and scripted mock tools — a hermetic demo of production agent scaffolding.
View Agent Tool DemoQUANT / BACKTESTING
Quant Factor Backtest
Walk-forward equity factor backtester: point-in-time signals, transaction costs, dollar-neutral construction. CLI + zero-dependency web UI.
View Quant Factor BacktestANALYTICS / TEXT-TO-SQL
AI SQL Analytics Agent
Natural-language analytics agent — ask questions about your data in plain English; gets SQL, charts, and answers. Python + LLM function calling.
View AI SQL Analytics AgentMARKETING AI
AI Marketing Analytics Copilot
AI copilot for marketing analytics — conversational analysis over campaign data with visualizations. Python + Streamlit.
View AI Marketing Analytics Copilot02 / All projects
Everything on GitHub, straight from the source.
Loading the latest repos from GitHub…
SWIPE / SCROLL SIDEWAYS →
03 / Project ring
Five builds on a ring. Grab it, spin it, open one.
RAG / EVALUATION
RAG Chatbot Evals
Verbatim-quote-or-refuse RAG with a full eval harness — retrieval recall, faithfulness, refusal behavior.
View RAG Chatbot EvalsAGENTS / GUARDRAILS
Agent Tool Demo
ReAct-style agent with layered guardrails, cost tracking, and scripted mock tools.
View Agent Tool DemoQUANT / BACKTESTING
Quant Factor Backtest
Walk-forward equity factor backtester with point-in-time signals, transaction costs, and dollar-neutral construction.
View Quant Factor BacktestANALYTICS / TEXT-TO-SQL
AI SQL Analytics Agent
Ask questions about your data in plain English, get back SQL and charts.
View AI SQL Analytics AgentMARKETING AI
AI Marketing Analytics Copilot
Conversational AI copilot for marketing analytics over campaign data, with visualizations.
View AI Marketing Analytics CopilotDrag to spin
04 / Two tracks
Most FDE candidates never touched a funnel. Most analysts can't ship. I do both.
AI Systems
A 20-repo agent-reliability toolkit, built and tested like production software — the systems that make AI safe to deploy.
- Eval harnessesAgent eval dashboard, RAG faithfulness scoring, trace anomaly detection
- Red-teamingAI red-teaming harness, adversarial prompt synthesizer
- GuardrailsPrompt-injection firewall, tool-approval gate, SQL guardrail agent
- Safety & replayTool-output PII redactor, tool-call trace replay, schema linter
20 public repos · github.com/AkashB98
Analytics
Six years of data craft at Elevate — marketing, funnel, and portfolio analytics. Case studies, sanitized: no proprietary data, just the outcomes.
$267 per $1
SMS attribution modeling
Modeled SMS channel attribution to prove $267 of revenue for every $1 spent — and re-point budget with confidence.
+15%
Funnel lift
Funnel analysis and experimentation that lifted conversion 15% end to end.
−30%
Reporting automation
Automated recurring reporting pipelines, cutting production time 30%.
Portfolio risk
Collections analytics
Portfolio and collections risk analytics — the segment strategy behind repayment performance.
GA4 · GTM · Snowflake · Power BI
05 / Skill galaxy
The toolkit, in orbit. Drag it around.
Python
SQL
LLM Agents
RAG Systems
Eval Harnesses
Red-Teaming
Guardrails
GA4 / GTM
Snowflake
Power BI
AWS / SageMaker
Text-to-SQL
The full toolbox
Six years of data craft, now pointed at AI — from raw data to deployed models.
Programming
PythonPandasNumPyscikit-learnMatplotlibSQLRdplyrggplot2JavaScriptC#Unity3DHTML/CSS
Machine Learning
Neural NetworksDecision TreesRegression & ClassificationKernel Methods & SVMsMarkov Decision ProcessesBayesian LearningGame Theory
Statistical Techniques
Regression AnalysisTime Series ForecastingMonte Carlo SimulationHypothesis TestingA/B Testing
Applications
TableauApache SparkAWSMySQLOracle SQLQlikIBM WatsonIBM QuantumGitHubMicrosoft Office
Finance
DerivativesCorporate FinanceMicro / Macro Economics
Core Competencies
Artificial IntelligenceNatural Language ProcessingData MiningData EngineeringData AnalysisData VisualizationWeb Scraping
06 / Journey
Where I've been.
01/2024 → Present · Dallas
Elevate Credit
The climb — three roles in under three years
Senior Portfolio Data and AI AnalystNow
Senior Marketing Data and AI Analyst
Marketing Data AnalystJoined 01/2024
08/2023 → 12/2023
Senior Data Analyst
Altifarm Enverde
02/2023 → 05/2023
Data Analyst
University of Texas at Dallas
09/2017 → 08/2021
Business Data Analyst (Intern + Full Time)
Asha Electronics Pvt Ltd
03/2020 → 07/2020
Software Intern
Sanctum Wealth Management
04/2020 → 05/2020
Virtual Software Intern
JP Morgan
07 / Career builds
A decade of building — ML in production, data products, apps people use.
ML · Finance
AWS SageMaker Banking App
Notebook instances, S3 buckets, bank data analysis. Trained and deployed an XGBoost algorithm with live prediction endpoints.
View AWS SageMaker Banking AppML · Finance
Financial Analysis (ML)
Analyzed financial accounts, estimated financing needs, and modeled capital increases and equity rights issues.
View Financial Analysis on GitHubML · Markets
Stock Prediction
R for data visualization; Python for scraping and analysis; ML algorithms like gradient boosting and backtracking.
View Stock Prediction on GitHubWeb · Clone
Instagram & Spotify Clone
Full web app (React, Java, CSS) with features like comments and direct messaging.
View Instagram and Spotify Clone on GitHubData · Travel
Airline Analysis
Airline ticket price analysis with Tableau dashboards and ML-based insights.
View Airline AnalysisData · Music
Spotify Data Analysis
Comprehensive analysis of Spotify data for trends and insights.
View Spotify Data AnalysisIoT · Energy
IoT Energy Meter
Smart card based prepaid electricity meter (IoT).
View IoT Energy MeterIoT · Home
Home Automation
App to control lights using IoT technology.
View Home Automation on GitHubML · Vision
Image Classifier
Keras-powered image classifier for automated image recognition tasks.
View Image ClassifierData · HR
HR Analytics Dashboard
Tableau dashboard for HR attrition analysis and actionable insights.
View HR Analytics DashboardAI · Travel
TripTuner AI
An AI travel planner assistant — chat-style app that plans trips from real-time preferences and budgets. Powered by OpenAI's SDK, with structured outputs and dynamic filters.
View TripTuner AIAI · Voice
VoiceGPT
Voice assistant with GPT and Whisper. Python-based: listens to speech, transcribes offline with Whisper, responds with GPT-3.5. Built for privacy, simplicity, and hands-free interaction on macOS.
View VoiceGPTAI · Music
MixGenius
Desktop app with gesture DJ controls: waveform selection, loop playback, track preview, no hardware needed. Gemini AI for smart mix suggestions, Reels-style waveform editing with Librosa and Matplotlib.
View MixGeniusAI · Real Estate · Live app
My Space AI
Conversational rental scout that translates vibe-based prompts into real Zillow listings. Natural language search with mood filters, amenity tags, and AI summaries. Powered by RentCast API integration with smart filtering for price, location, and bedrooms.
Demo results are limited due to API restrictions. Full functionality available on local deployment.
Launch My Space AI08 / Signal
Six years of data craft, now pointed at AI.
Based in Dallas, USA · Open to forward-deployed AI engineering roles
Let's build ↗© 2026 Akash Bhargava · Made with gradients & ambition
Akash Bhargava presents
Los
Los
Santos
Data analyst by title. AI engineer by obsession. This is the side of the portfolio where every project is a mission — pick one up and get paid in respect.
TWO WAYS TO PLAY
Pick your ride
Same city, same story — two ways through it. Roam the open map, or let the story drive and just enjoy the scenes.
FREE ROAM THE MAP
Roam the map
The full open world. You are the character — walk or tap across Los Santos, bump into glowing markers, collect skill orbs, and chat with locals who have opinions.
- 52 missions — jobs, builds, live GitHub repos
- 24 skill orbs scattered across the city
- 4 locals with testimony to share
- Day / night toggle, Legends FM, zero rules
STORY MODE NEW
Play the story
The guided campaign — no map skills required. Twelve chapters walk you through everything in order, each with one small moment: a choice, a quiz, a card reveal, or a spin of the wheel.
- Bio, all 8 jobs, all 14 builds — the full run
- Live GitHub repos, dealt as cards
- Cash payouts + wanted stars carry over to the map
- MISSION PASSED between every chapter
PLAYER STATS
Character build
Crafted across analytics, AI systems, production experiments, and a refusal to leave ideas as slides.
AI AgentsSPECIAL
AnalyticsCORE
ShippingMAXED
HumorCHAOTIC GOOD
MISSION MAP
Pick a job
You are the character now. The whole résumé is in here — every job, every career build, every live GitHub repo — briefed like a mission. Walk or tap to a glowing marker, grab skill orbs to fill your stats, find the Meetup Spot, and say hi to the locals.
ORBS 0/24MISSIONS 0/52
LOS SANTOSYou are the little character. Walk with WASD or the arrow keys — or tap the map and you'll stroll over. Bump into glowing markers, gold orbs, and locals with opinions.
KEYBOARD — WASD / ARROWS TO WALK · E TO CHAT · TOUCH — TAP TO MOVE
▶ Mission briefingRAG-01
OBJECTIVE
RAG Chatbot Evals
RAG support chatbot with a verbatim-quote-or-refuse policy, plus a full eval harness: retrieval recall, answer accuracy, faithfulness, and refusal behavior.
REWARD — +$500 · RESPECT + · SOURCE CODE
Accept mission — open repo ↗
THE GARAGE
Built under the hood
The stack, displayed with the seriousness normally reserved for something with carbon-ceramic brakes.
POWERTRAIN
Python
Pandas, NumPy, scikit-learn, ML pipelines.
NAVIGATION
SQL
Analytics, data products, text-to-SQL systems.
TURBO
Agents
ReAct, tool use, guardrails, eval harnesses.
CHASSIS
AWS
SageMaker, S3, deployed prediction endpoints.
LEGENDS FM
Projects on rotation
A station tuned to builds, bars, and late-night commits.
999.9 / Legends FM
RAG
Chatbot
Evals
Mission passed.
Respect +. Repos unlocked. Recruiter Mode is still one tap away.