Bhubaneswar, India · Open to AI/ML & Computer Vision roles
Satyajit Parida — building AI systems that actually ship.
Final-year CSE student. IEEE-published researcher. I design agentic RAG pipelines, real-time MLOps loops, and edge-deployed computer-vision systems.
About
The person behind the systems.
Final-year B.Tech CSE, Centurion University, Bhubaneswar (2022–2026), SGPA 9.75/10. Focused on systems that hold up outside a notebook.
Builds production-grade agentic RAG pipelines, MLOps loops, multi-agent LLM apps, edge-deployed CV systems. Published at IEEE CCPIS 2025.
Cares about systems that survive contact with the real world — clean code, reproducible pipelines, honest metrics.
Location
Bhubaneswar, Odisha
Education
B.Tech CSE, 2026
Focus
AI/ML · CV · MLOps
Status
Open to roles
Selected Work
Nine systems worth a closer look.
Click any card for the full architecture breakdown.
Invisible Shield
Behavioral biometrics bot detection — mouse velocity, keystroke rhythm, IEEE-published.
- → IEEE CCPIS 2025 published
- → Velocity + jerk signal analysis
- → 100% offline, zero cloud APIs
ClaimPilot
6-agent LangGraph state machine — document to settlement PDF in 2.4 seconds.
- → 2.4s avg per claim
- → 6 specialized agents, conditional edges
- → Human escalation on ambiguous cases
FraudStream
UPI fraud detection — XGBoost, SHAP explainability, automatic drift-triggered retraining.
- → <80ms scoring latency
- → 15 Docker services
- → Auto-retrain on 10% drift
ClauseGuard
7-stage contract intelligence pipeline — clause risk scoring, RAG Q&A, zero hallucination tolerance.
- → 30 clause types extracted
- → Temp=0 + hardcoded refusal phrase
- → Per-contract Pinecone namespaces
RegWatch
Autonomous regulatory monitoring — scrapes, classifies, alerts. Human sign-off before any action.
- → 4+ regulator sources scraped
- → Risk-tiered Slack/email alerts
- → Human-in-the-loop by design
SentryLens
Real-time PPE violation detection over RTSP — YOLOv8, SMS alert within 15 seconds.
- → ~10fps effective inference
- → 3–15s alert latency
- → Zone-polygon violation mapping
SupportForge
Stateful multi-agent support system — 21 enforced budget invariants, fast-path for 30% of tickets.
- → 21 budget invariants enforced
- → 30–40% fast-path (no LLM call)
- → BM25 + vector hybrid retrieval
RoadSaathi
Offline-first Android hazard reporting — on-device TFLite inference, PostGIS geofencing.
- → 87% on-device classification accuracy
- → ~200ms inference
- → 3-tier: Android/Spring/React
DocRAG
8-node LangGraph RAG for business PDFs — fully local, Ollama + ChromaDB, zero data leaves the machine.
- → 8-node agentic pipeline
- → 100% self-hosted, no API calls
- → Page-cited, grounded answers only
The Archive
28 more, shipped along the way.
Smaller in scope. Still real code, not tutorials.
SiteBook
Construction Tech
MERN compliance/payroll platform for India's informal construction labour force. MongoDB aggregation wage engine, PWA offline sync, WhatsApp payslip dispatch.
ClinicFlow
HealthTech
Next.js/Prisma practice management for small Indian clinics — scheduling, consultation notes, billing in one App Router codebase.
MediChain
HealthTech
Kafka event-driven hospital pharmacy inventory. Claude-based demand forecasting, full Prometheus/Grafana observability stack.
PrinterOS
Vertical SaaS
Zero-dependency vanilla-JS OS for small print shops. Claude parses Hinglish WhatsApp orders into structured jobs; GST-compliant invoicing.
TalentCircuit
HR Tech
pgvector internal talent marketplace matching employees to roles by embedded skill similarity, with Claude-generated gap analysis.
GrantScout
Social Impact
AI grant-matching platform for Indian NGOs — pgvector HNSW retrieval plus Claude fit-scoring and draft proposal generation.
GuardianShield
Research
N=60 primary research study on content-moderator burnout using validated clinical instruments (MBI-GS9, PHQ-9, PCL-5).
PulseDesk
HR Tech
Privacy-conscious passive burnout detection from Slack metadata — SHA-256 identity hashing, four NLP biomarkers.
VeritasWatch
Trust & Safety
Six-signal, research-grounded content triage scorer with live-adjustable routing thresholds.
PolicyMap
Policy Research
Primary-source comparative audit of content moderation policy across YouTube, Meta, TikTok, and Reddit — 42 verbatim citations.
LeaseLens
LegalTech
AI rental-agreement auditor citing India's Model Tenancy Act 2021 — fairness scoring, counter-proposal generation.
DebtWise
LegalTech
FDCPA debt negotiation tool — deterministic statute-of-limitations logic plus a real-time Socket.IO live call coach.
ReviseIQ
EdTech
Claude's vision API reads handwritten exam papers and generates a 3-day personalised revision plan.
HateLens
NLP / Trust & Safety
Hate speech classifier with documented AAVE bias analysis and a policy rationale doc written for non-technical stakeholders.
KisanVaani
AgriTech
Multilingual (including Odia) agricultural advisory agent for Indian farming households.
SupplyRadar
Supply Chain
Claude-scored geopolitical/weather/port-delay risk intelligence with dual-network-isolated production architecture.
RideShare
Transportation
Campus carpooling with a from-scratch Haversine + point-to-segment spatial matching algorithm — zero paid APIs.
HandOffAI
Dev Tools
AI-generated developer handoff briefs using dual LLMs (Claude + GPT-4o), live Kanban and sprint analytics.
KiranaFlow
Retail Tech
WhatsApp-first ordering, AI demand forecasting, and GPS delivery tracking built for India's kirana stores.
Billboard Eye
GovTech / CV
Firebase Genkit multimodal pipeline detecting billboard compliance violations from a photo plus GPS coordinates.
FunnHub
Web
Early vanilla HTML/CSS/JS entertainment aggregator — foundational frontend work, included for the contrast it gives later projects.
YourSaathi
GovTech / RAG
LangChain + FAISS + Groq RAG chatbot answering Indian citizenship FAQ queries, grounded in retrieved documents only.
AI Code Refactoring Tool
Dev Productivity
LLM-powered Python tool for automated refactoring, linting, and codebase standardisation with a continuous-testing pipeline.
Lingo-Bot
Assistive Tech
CNN-LSTM real-time sign-language-to-speech recognition system using OpenCV frame processing.
Satellite Image Processing
Computer Vision
Deep learning urban land-use classification from satellite imagery, with a full preprocessing/augmentation pipeline.
Eco-Impact Insights
Data Viz
Interactive Tableau dashboards analysing environmental and sustainability indicators for policy decision-making.
Crime Rate Prediction
Predictive Analytics
ML models trained on historical crime data to predict high-risk hotspots, with comparative model evaluation.
Voice-Based Gender & Age Classification
Audio ML
Classification models predicting gender and age from voice recordings using extracted audio features.
Link visibility is checked against github.com/sat1828 — a card only shows a GitHub link if the repo is confirmed public.
Toolbox
What I reach for, organised by intent.
Click any skill to see what it was actually used to build.
Languages
AI / ML
Agents & RAG
MLOps / DevOps
Backend / Web
Data & Cloud
< Soft_Skills />
Beyond the code.
Hover or focus each tile to see the proof.
Problem Solving
hover to reveal →
Problem Solving
Cut FraudStream's scoring latency from ~340ms to under 80ms by tracing the bottleneck to redundant feature recomputation, not model complexity.
Critical Thinking
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Critical Thinking
Chose XGBoost over a deep model for FraudStream specifically for SHAP-level explainability and sub-80ms latency — accuracy alone wasn't the deciding metric.
Teamwork
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Teamwork
Coordinated with IEEE CCPIS reviewers across two revision rounds to align Invisible Shield's methodology section with peer feedback.
Communication
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Communication
Distilled a keystroke/mouse-dynamics detection pipeline into a peer-reviewed IEEE paper a non-specialist committee could evaluate.
Adaptability
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Adaptability
Picked up LangGraph from scratch in under three weeks to rebuild ClaimPilot's pipeline as a conditional-edge state machine.
Independence
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Independence
Owned SupportForge end-to-end — architecture, all 21 budget invariants, and deployment — as a solo build.
Org. Skills
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Org. Skills
Shipped ClauseGuard and RegWatch in the same semester as a 9.75 SGPA and three AWS certifications.
Conscientiousness
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Conscientiousness
Maintains a live, re-verifiable GitHub contribution streak — check github.com/sat1828 for the current count.
Practical Intelligence
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Practical Intelligence
Chose on-device TFLite inference for RoadSaathi specifically because rural connectivity couldn't be assumed — 87% accuracy at ~200ms, offline-first by design.
Experience
Time on the job.
ML/AI Intern
· Uptoskills- → Built MCQ generation system (FastAPI, 1,000+ questions)
- → Raised endpoint test coverage from 0% to 80%
- → Delivered content evaluation module for a full-stack assessment platform
Recognition
Proof, not adjectives.
IEEE CCPIS 2025
SGPA 9.75/10
TechNova Finalist
Top-25 GfG Hackathon
100-day problem-solving streak — measured discipline, not a highlight reel.
Certifications
Oracle
OCI Gen AI Professional
Aug 2025
Oracle
OCI AI Foundations Associate
2025
Google Cloud
GenAI Leader Path — 5 courses
2025
AWS
Cloud Practitioner
2024
AWS
Gen AI: Art of the Possible
Oct 2025
AWS
DevOps on AWS
Oct 2025
AWS
ML Specialty Exam Prep
Oct 2025
HackerRank
Certified Software Engineer
2026
Kaggle
Python for Data Science & AI
2025
GeeksforGeeks
DSA w/ Centurion University
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Writing & Research
One paper. Real, peer-reviewed.
Invisible-Shield: Behavioral Bot Detection via Keystroke and Mouse Dynamics
The paper proposes a behavioral biometrics approach to bot detection that models the physics of human mouse motion and keystroke timing rather than relying on request-level signals alone. Evaluated against simulated and real interaction traces, it demonstrates that motion-dynamics features carry enough signal to separate human sessions from scripted ones without any client-side fingerprinting.
Permanent IEEE Xplore link pending indexing — link will appear here once available.
IEEE Member #101009704
More write-ups on RAG architecture and MLOps in progress — no fixed date.
Let's build something worth shipping.
Open to AI/ML, Computer Vision, and MLOps roles — internships and full-time.