█████╗ ██╗  ██╗ █████╗ ███████╗██╗  ██╗     ███╗   ███╗███████╗
██╔══██╗██║ ██╔╝██╔══██╗██╔════╝██║  ██║     ████╗ ████║██╔════╝
███████║█████╔╝ ███████║███████╗███████║     ██╔████╔██║███████╗
██╔══██║██╔═██╗ ██╔══██║╚════██║██╔══██║     ██║╚██╔╝██║╚════██║
██║  ██║██║  ██╗██║  ██║███████║██║  ██║     ██║ ╚═╝ ██║███████║
  
Portfolio OS v3.0 · Type 'help' for commands
akash@portfolio:~$
B.Tech Data Science · Presidency University, Bengaluru

Akash
M S

AI Engineer · Data Scientist · XAI Specialist
Graduating 2027 · Available for Internships & Full-time
🏆 FUSIONX 2026 Winner 🥈 Ideathon 2026 Finalist 🎓 Optum STEM Scholar

I build explainable AI systems that solve real business problems — from fraud detection to credit risk analytics. 10+ live deployed applications, certified by Oracle, Google, Meta & AWS.

View GitHub LinkedIn ⬇ Resume
akash@ml-studio — xai_copilot.py
0
GitHub
Repositories
0
Certifications
Earned
0
Live Deployed
Apps
0
Internships
Completed
0
Oracle Certs
Active 2027
01About

I'm a Computer Science undergraduate specialising in Data Science, focused on building AI systems that are not just accurate — but explainable. My work spans fraud detection, credit risk analysis, multilingual speech systems, and real-time collaborative platforms.

I specialize in Explainable AI (XAI) using SHAP — translating ML predictions into plain-English business decisions that compliance teams, HR managers, and analysts can actually act on. This isn't a side skill; it's the core thesis of every project I build.

Currently interning at PetOlife Technologies as a Backend Developer, working directly with the CTO. Actively targeting AI startups, fintech, and product companies for full-time roles. Also learning German 🇩🇪 on the side.

📧 ms29akash@gmail.com
Core Tech Stack
PythonSQLJavaScriptR PandasNumPyScikit-learnXGBoost TensorFlowSHAPNLPLangChain FastAPIFlaskReactNode.js StreamlitPostgreSQLMongoDBMySQL AWSOracle OCIPower BIGroq API
Honors & Education
🏆 FUSIONX 2026 — Best AI Innovation for Social Impact
JeevanMitra AI · 48-hour hackathon · 6 Indian languages · zero infra cost
🥈 Ideathon 2026 — 3rd Place
MedVerify AI — Fake Medical Certificate Detection System
NLP + ML pipeline to detect fraudulent medical certificates — real-world safety application.
🎓 Optum STEM Scholar 2025–26
Optum | NASSCOM Foundation · ₹30,000 · National Selection
Academic performance & STEM potential — national competitive scholarship.
🌍 4th Innovative Project Expo 2024 — Top 70
Presidency University · World's Largest Innovative Project Expo
B.Tech — Computer Science (Data Science)
Presidency University, Bangalore · 2023–2027 · First Class with Distinction
PU Science (PCMC)
RR Institute of Technology · 2021–2023 · Distinction & Honors
02Experience
Mar 2025 – Present · Bangalore
PetOlife Technologies
Backend Developer Intern
● Current
  • Working directly with the CTO and founder on backend architecture for the Unified Pet Identity Protocol platform.
  • Built the complete product landing page and onboarding flow; implementing RESTful APIs for pet profile management.
  • Result: Product moving from MVP to beta — contributing to core infrastructure decisions from day one.
Jul 2025 – Sep 2025 · 3 months · Bangalore, On-site
Hostingsignal
AI & Data Intern — Speech-to-Text Systems
Internship
  • Situation: Organisation needed multilingual ASR pipelines for Indian language transcription at scale.
  • Processed, cleaned, and annotated large audio datasets; evaluated ASR model performance across multiple languages.
  • Result: Structured annotation workflows that improved data quality pipeline-wide — directly informing production model improvements.
Feb 2025 – Jun 2025 · 5 months · Bengaluru, On-site
CampusX
Logistics & Operations Intern
Internship
  • Managed operational workflows across 5+ large-scale student programs; collaborated cross-functionally to resolve on-ground issues in real time.
  • Result: Optimised logistics processes reducing delays and improving coordination across all programs.
03 Projects
10 deployed applications
● LIVENEWFull-Stack · NLP · ASR
SpeechFlow — Production Speech Recognition Platform

Production-grade multilingual Speech-to-Text platform. React/TypeScript frontend + FastAPI backend deployed on Vercel. Groq Whisper large-v3 for ASR with LLaMA 3.3-70b summarization layer.

GroqWhisper v3
FullStack
LiveVercel
ReactTypeScriptFastAPIGroqWhisperVercel
● LIVENEWFull-Stack · Real-time · WebSocket
CollabBoard — Real-time Collaborative Task Platform

Production-grade Kanban board where multiple users collaborate simultaneously. Node.js + Socket.IO + PostgreSQL backend with real-time conflict resolution. AI task suggestions via Groq API.

WSReal-time
SQLPostgreSQL
AIGroq Tasks
Node.jsSocket.IOPostgreSQLGroq APIVercel
● LIVENEWXAI · Credit Risk · LLM
XAI Copilot — Explainable AI for Credit Risk

SHAP-powered credit risk decisions + bias detection + LLM counterfactual appeal system. "Your loan was denied because X — here's what to change." Built with FastAPI + React, deployed on Vercel.

SHAPExplainability
LLMCopilot
BiasDetection
FastAPIReactSHAPLLMLangChainVercel
● LIVEML · Finance · XAI
Cost-Sensitive Fraud Detection System

Cost-sensitive ML pipeline where FN penalty = 5× FP — mirroring real banking loss ratios. XGBoost + SHAP TreeExplainer + FastAPI. Real-time transaction scoring with full explanation per prediction.

94%Fraud Recall
18msP95 Latency
SHAPPer-prediction
XGBoostSHAPFastAPIStreamlitPython
● LIVENLP · Safety
SCAMGUARD AI — Job Fraud Risk Detection

NLP + ML pipeline classifying job postings as legitimate or fraudulent. Paste any JD — instant risk score with SHAP attribution showing exactly which phrases triggered the fraud flag.

85%Fraud Recall
NLPText ML
SHAPWord-level
NLPLightGBMTF-IDFSHAPStreamlit
● LIVE ML · HR Analytics · XAI
Explainable HR Attrition Risk System

Random Forest + SHAP — tells HR not just WHO will leave but exactly WHY. Per-employee SHAP waterfall charts.

89%Accuracy
SHAPPer-employee
Random ForestSHAPStreamlitHR Analytics
● LIVE🏆 WINNERAI · AgriTech · Voice
JeevanMitra AI — Smart Farming Companion

🥇 FUSIONX 2026 — Best AI Innovation for Social Impact. Zero-backend AI farming app with 7 features: crop advisory, yield forecasting, disease detection, live market prices. Voice-enabled in 6 Indian languages. Built in 48 hours, works on ₹2000 phones.

6Languages
$0Infra Cost
48hBuilt In
JavaScriptGroq APIWeb SpeechGitHub Pages
● LIVE🥈 IDEATHON 2026 · 3rd PlaceNLP · Healthcare · Safety
MedVerify AI — Fake Medical Certificate Detector

NLP + ML system to detect fraudulent medical certificates — addressing a real societal problem of medical fraud in employment and insurance contexts. 3rd place at Ideathon 2026.

NLPDocument Analysis
🥈3rd Place
RealWorld Impact
PythonNLPMLDocument AIRender
● LIVENLP · RecSys
Domain-Agnostic Explainable Recommendation Engine

TF-IDF + semantic similarity engine accepting ANY dataset. Handles cold-start users and produces per-item natural-language explanations. Works for movies, jobs, products — no retraining required.

AnyDomain
0History Needed
XAIPer-item
TF-IDFSentence-BERTStreamlitNLP
● LIVEML · LLM · Business Intelligence
DecisionIQ — AI Business Intelligence Platform

AI-powered BI system combining XGBoost + Random Forest + LLM reasoning to forecast trends, detect anomalies, and generate actionable business insights from any dataset.

LLMInsights
MLForecasting
LiveStreamlit
XGBoostLLMStreamlitPlotly
Statistics · Analytics
A/B Testing — Statistical Conversion Analysis

Rigorous A/B testing using hypothesis testing, confidence intervals, and p-value evaluation to drive data-backed decisions on conversion uplift. Production-realistic statistical analysis.

95%CI Level
StatsRigorous
DataDriven
PythonStatisticsPandasSciPy
NLP · ASR · Internship Deliverable
Speech-to-Text — Indian Languages (Flask)

Flask web app using SpeechRecognition API supporting multiple Indian languages with real-time audio processing. Direct production deliverable from Hostingsignal internship.

MultiLanguage
RealProduction
FlaskWeb App
FlaskPythonSpeechRecognitionHTML/CSS
Recruiter Summary
✔ Python & ML ✔ Explainable AI ✔ Full-Stack (React + FastAPI) ✔ NLP ✔ 10 Live Apps ✔ 18+ Certs ✔ 3 Internships 🟢 Open to Work
04Project Deep Dives
10 full case studies
04.1Live Demo Gallery
🎙️
SpeechFlow
Production multilingual speech-to-text. React + FastAPI + Groq Whisper.
ReactGroqFastAPI
⬡ Launch
📋
CollabBoard
Real-time Kanban board. WebSocket + PostgreSQL + AI task suggestions.
Node.jsSocket.IOPostgreSQL
⬡ Launch
🤖
XAI Copilot
Credit risk explainability + bias detection + LLM appeal system.
FastAPISHAPLLM
⬡ Launch
🩺
MedVerify AI
Fake medical certificate detection. NLP + ML fraud pipeline.
NLPMLRender
⬡ Launch
04.2ML Workflow
📥
Data Ingestion
CSV · API · DB
🧹
Cleaning
Nulls · Outliers
⚙️
Feature Eng.
Scale · Encode
🤖
Train + Tune
CV · Cost-aware
🧠
SHAP Explain
WHY > WHAT
🚀
Deploy
Vercel · Streamlit
04.3GitHub Activity
Loading contributions...
Less
More
05Technical Skills
Machine Learning & AI
Data Engineering
Full-Stack & Cloud
Visualisation & BI
06Engineering Wins
Black Box
Explainable
XAI Integration Across All ProjectsAdded SHAP-based explainability to fraud detection, HR attrition, credit risk, and recommendation engine — translating ML outputs into business decisions.
XAI
Monolith
Microservices
SpeechFlow — Full-Stack Architecture MigrationEvolved from OpenAI/transformers to Groq Whisper API, resolving CORS, WebSocket hardcoding, mobile responsiveness, and WebM audio handling in production.
Full-Stack
Cold Start
Solved
Domain-Agnostic Recommendation EngineTwo-stage TF-IDF + sentence-transformer pipeline with cold-start fallback. Works across any domain without retraining.
NLP / RecSys
Score Only
Reason + Fix
XAI Copilot — Counterfactual Appeals"Your loan was denied because X — here's exactly what to change." LLM-powered counterfactual generation on top of SHAP decisions.
XAI / LLM
₹2000 Phone
AI Farming
JeevanMitra AI — Zero-Infra Constraint DesignBuilt a 7-feature AI farming app with no backend in 48 hours. Voice-enabled in 6 Indian languages. Runs on the cheapest Android phones. Won FUSIONX 2026.
Systems Design
Manual
Automated
MedVerify AI — Document Fraud ScreeningNLP pipeline flags forged medical certificates instantly instead of relying on manual HR/insurance review. Now live on Render.
NLP / Safety
07Certifications
18 total
Oracle
OCI 2025 Certified Data Science Professional
Oct 2025 · Expires Oct 2027Active
View Badge ↗
Oracle
OCI 2025 Certified Generative AI Professional
Oct 2025 · Expires Oct 2027Active
View Badge ↗
Oracle
OCI 2025 Certified AI Foundations Associate
Oct 2025 · Expires Oct 2027Active
View Badge ↗
Google
Google Data Analytics Professional Certificate
Nov 2025Google
Verify ↗
Meta
GenAI in Data Analytics
Aug 2025Meta
University of London
Machine Learning for All
Sep 2025
Verify ↗
Amazon Web Services
Introduction to IT & AWS Cloud
Nov 2025
Verify ↗
HackerRank
SQL — Certified Professional
Jul 2025Verified
Verify ↗
SkillUp
Power BI Data Analyst Prep
Sep 2025
Verify ↗
University of Leeds
Programming for Data Science
Aug 2025
Verify ↗
TechXNinjas
Paranox 2.0 — National Innovation Hackathon
Nov 2025National
View ↗
Walmart Global Tech India
Walmart Sparkathon
Jul 2025Hackathon
08Contact
Let's build
something
real.
Open to Data Science, ML Engineering, and Full-Stack AI roles.
Internships or entry-level. I respond within 24 hours.
Quick Facts
LocationBangalore, India
AvailabilityOpen to work ●
Target RolesData Scientist · ML Engineer · AI Engineer
Target CompaniesAI Startups · Fintech · Product
ScholarshipOptum STEM Scholar (₹30k)
Oracle Certs3 Active · Valid Oct 2027
DegreeB.Tech Data Science · 2027
LanguagesEnglish · German (Learning 🇩🇪)
Response TimeWithin 24 hours
AI
Akash's Portfolio AI
● powered by Groq LLaMA-3
Hey! I'm Akash's AI assistant. Ask about projects, skills, or anything about Akash 👋