SahillShriwardhankar
I build AI that ships and security tooling that holds, on fundamentals I never skipped.
What the work stands on
Three pillars, each with receipts
01 / 03
AI
AI that runs on its own
Agent tooling and pipelines that do the repetitive part without a human: MCP servers, memory for coding agents, a video channel that publishes itself.
Founding engineer at Endra Labs, shipping a WhatsApp AI assistant.
02 / 03
Security
Built by someone who reads the alerts
SOC training taught me to think like the analyst on call. So my tools map alerts to MITRE ATT&CK, score abandoned dependencies and redact secrets before they are stored.
Tata STRIVE SOC labs: Splunk triage, Wireshark, incident reports.
03 / 03
Foundation
Fundamentals before frameworks
A diploma at 90.86%, a B.Tech in computer engineering, CS50, and a year teaching others to type for government exams. The basics are why the rest holds.
First place, Raigad district Hindi typing exam. First place, WebHunt.
Work
Field notes
Three things I keep relearning
- Field note 01 / 03Logged from the build
Return code, not references.
Agents do not browse like people. They need code they can paste and schemas they can trust. frontend-inspo-mcp turns visual galleries into endpoints an agent can call.
- Field note 02 / 03Logged from the build
Let the pipeline own the repetition.
Anything that repeats on a schedule belongs in a cron loop. With GitHub Actions, free APIs and programmatic rendering, a daily channel runs with no server and no human.
- Field note 03 / 03Logged from the build
Anchor decisions to the code they describe.
Memory stored as loose notes goes stale silently. Pin each decision to a symbol’s content hash and drift shows up the moment the code changes.
The foundation,
year by year
2018 to now. Pick a point to read it.
- 2018 to 2021: Diploma, Computer Engineering. Geeta D Tatkare Polytechnic, Kolad. Finished with 90.86%.
- 2021 to 2024: B.Tech, Computer Engineering. DBATU, Lonere.
- During the degree: 1st place, WebHunt. The Computer Department web development contest at DBATU.
- 2024 to 2025: Typing instructor. Apex Computer Education, Alibag. Trained students for government typing exams.
- 2024: 1st place, Hindi 30 wpm. Government typing exam, Raigad district.
- 2025 to Dec 2025: Cybersecurity training. Tata STRIVE SOC labs: Splunk triage, Wireshark traffic analysis, incident reports.
- March 2026 to now: Founding engineer, Endra Labs. WhatsApp AI assistant and owner console for a travel agency.
- 2026: KartupAI. A shopping assistant built at Endra Labs.
The toolkit
What I reach for, grouped the way I use it.
- Languages
- Python
- TypeScript
- JavaScript
- SQL
- HTML
- CSS
- AI / ML
- LLMs
- Agentic AI
- LangChain
- CrewAI
- LlamaIndex
- PyTorch
- Transformers
- MCP
- Back end
- FastAPI
- Flask
- Django
- Node.js
- Next.js
- Docker
- GCP
- PostgreSQL
- Security
- Splunk
- Wireshark
- Nmap
- Burp Suite
- MITRE ATT&CK
- OWASP Top 10
On the record
- 03
- Awards
- 05
- Certifications
- 05
- Earlier builds
Awards
- 01
First place, Government Hindi typing exam (30 wpm)
GCC-TBC, Raigad district
- 02
First place, WebHunt web development competition
Computer Department, DBATU Lonere
- 03
Participant, Codedex Mini Holiday Hackathon ’24
Codedex
Certifications
Harvard University01
CS50’s Introduction to Programming with Python
Google Cloud02
Associate Cloud Engineer track
Tata STRIVE03
Cybersecurity programme
DataCamp04
Associate Data Engineer in SQL
Infosys Springboard05
Python Foundation
Earlier builds
- 01PixelVault
Telegram steganography bot: AES-128 and PBKDF2 payloads hidden in images, audio and text.
- 02JobFlowAI
Multi-agent job search assistant on CrewAI, Gemini 2.0 Flash and Snowflake.
- 03AutoResearch Synthesis
Multi-agent research and writing pipeline on CrewAI.
- 04Admission inquiry chatbot
English, Marathi and Hindi chatbot, BERTScore F1 of 0.91 with roberta-large.
- 05AI paper evaluation
Question paper generation and automated answer scoring with feedback.















