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Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

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Tejas7007/README.md

BATCOMPUTER // REMOTE ACCESS. Opens the terminal at gotham-terminal.pages.dev.

Surveillance  ·  Dossier  ·  Night Watch  ·  Case Files  ·  Field Record  ·  Public Record  ·  Raise the Signal

01 / SURVEILLANCE GRID

A hard-edged cone of searchlight rising out of a flat black city skyline and leaving the top of the frame. No mark and no name.

Surveillance grid. A dark instrument panel headed with the window it covers, 24 AUG 2025 to 24 AUG 2026, Under a rail of month names runs a calendar of the whole year, one small square a night, 53 columns of 7, shaded through five cold steps from a barely lit square for a quiet night to a pale one for a heavy night, with no square at all on a night when nothing happened. One square is red: the busiest night of the year. The heaviest month is DEC. Three figures are printed beneath the field: 6,530 events, a typical night of 14, and a busiest night of 88 beside a small red key that points back at that square. The year holds 366 active nights. At the right of the same line a key of five squares runs QUIET to HEAVY.

02 / DOSSIER

A photograph, graded cold. Batman seen from behind and slightly to one side, standing high above Gotham with his cape hanging still. The city falls away below him into haze, its lights small and scattered, and most of the frame is open sky.

ABOUT ME — ACCESS: PUBLIC

I’m a Computer Science student at the University of Chicago specializing in Machine Learning.

I’m interested in software, AI/ML, and research engineering roles. Feel free to reach out if my work seems like a good fit.

ENGINEERING

I’ve been involved in open source through Google Summer of Code and the Open Source Program Office at UW–Madison.

I built TicketRadar, a ticket discovery platform that received more than 500 waitlist sign-ups and placed top five in the UW–Madison Transcend pitching competition.

RESEARCH

I’ve published work in mechanistic interpretability and language-model behavior.

I’m interested in AI safety, reasoning, multi-agent systems, and agent monitoring, with broader interests in evaluations, reinforcement learning, and robotics.

03 / NIGHT WATCH

A dark surveillance record, set in monospace, headed ROLLING RECORD AUG 2025 - AUG 2026. Three large figures across the top: 27 pull requests, 19 merged, 9 repositories they went to. Beneath it, PATROL LOG, a column chart of 13 months of pull request activity running AUG to AUG along a rail of month names. Each column's height is the pull requests opened that month, with the merged share bright at its foot and the rest a dimmer step above; 6 of the 13 draw no column at all and what is drawn stands almost entirely in the last three. The busiest, JUL 2026, carries the chart's only warm mark, a thin red cap, with its count of 11 printed above. Below, SIX HEAVIEST NIGHTS: 6 horizontal bars in date order from 21 SEP to 23 AUG, each with its date at the left and its event count at the right, running 46 to 88. The heaviest, 88 on 23 AUG, is marked PEAK and carries a small red wedge at its tip. A pale hairline stands through all six at a typical night of 14 events, so the longest bar reads as about 6 ordinary nights end to end. A very faint city skyline stands along the bottom edge.

04 / CASE FILES

ENGINEERING

File E-01 Lexon AI
SOURCE-GROUNDED AI // MADHACKS 2025 FINALIST

A source-grounded research interface that links generated claims to supporting evidence and makes the evidence structure explorable through an interactive 3D graph.

Open file: the Lexon AI repository on GitHub.    Live demo: Lexon AI running at lexon-ai.vercel.app.

File E-02 Google Summer of Code 2026
OPEN SOURCE // 7 MERGED PRs

Built an end-to-end benchmarking and ensemble-calibration workflow for PEcAn’s North American carbon reanalysis, culminating in seven merged pull requests across conversion, benchmarking, diagnostics, and regional analysis.

Open file: the Google Summer of Code 2026 report repository on GitHub.    Work demo: the PEcAn benchmarking and calibration work, running.

CLOSED INVESTIGATIONS

File I-01 A Training-Time Sign Flip During the Formation of an IOI Circuit
ICML 2026 // MECHANISTIC INTERPRETABILITY

Traces a training-time reversal in how the repeated-name position affects an IOI model, separating early detection from the later emergence of a suppressor mechanism.

Open file: the sign-flip investigation's repository on GitHub.    Open paper: the sign-flip paper itself, a PDF hosted on openreview.net.

File I-02 AniSOAP ASE
ASE CALCULATOR // CERSONSKY LAB

Connects AniSOAP descriptors to ASE energy models through an explicit calculator interface, with optional finite-difference forces.

Open file: the AniSOAP-ASE repository on GitHub.    Open study: the AniSOAP optimization study on GitHub.

Full publication record: every paper by this author, on Google Scholar at scholar.google.com.

The Batpod at speed on a Gotham street at night, low and close, its two fat tyres filling the frame.

05 / FIELD RECORD

Field record. 7 entries of previous experience on a dark plate, set as 2 operational chronologies rather than a list of jobs, in record order rather than by date. Each track is a heading over a thin vertical rail; each record is its dates at the left, a small node on the rail, and the organisation with its role and classification under it. FIELD OPERATIONS, engineering, open source, industry. 3 records. OPS-01, JUN — SEP 2026, META, Production Engineering, INFRASTRUCTURE, SITE RELIABILITY; OPS-02, MAY — AUG 2026, GOOGLE SUMMER OF CODE, Open Source Developer, ML, SOFTWARE ENGINEERING; OPS-03, DEC — JAN 2026, EY, Machine Learning Intern, ML, COMPUTER VISION. LAB RECORDS, research, experiments, scientific computing. 4 records. LAB-01, JAN — AUG 2026, SPAR, Research Fellow, AI SAFETY, INTERPRETABILITY; LAB-02, JAN — JUL 2026, ANIMA LAB, CALTECH, AI Researcher, AI4SCIENCE, INTERPRETABILITY; LAB-03, MAY — AUG 2026, UW–MADISON OSPO at ESSOS, Open Source Developer, SCIENTIFIC COMPUTING, JAX; LAB-04, SEP — MAY 2026, UW–MADISON OSPO at AniSOAP, Open Source Developer, SCIENTIFIC SOFTWARE, PERFORMANCE.

UW–MADISON OSPO at ESSOS: the official upstream repository, github.com/uwplasma/ESSOS.
UW–MADISON OSPO at AniSOAP: the official upstream repository, github.com/cersonsky-lab/AniSOAP.

06 / PUBLIC RECORD

The front page of the Gotham Gazette, set flat and square to the frame as a page of type and rules on a steel-grey sheet, with no photograph. The masthead THE GOTHAM GAZETTE runs across the top, with Late City Edition set small beside it, over a heavy rule. The lead headline reads

07 / RAISE THE SIGNAL

EMAIL — tejasdahiya0007@gmail.com

LINKEDIN — linkedin.com/in/tejasdahiya

An empty parapet across the bottom of the frame, its coping catching the city light and turning away at the right, with Gotham lit behind it. A tracking reticle stands on the bare coping with two boot scuffs inside it and reads SUBJECT LOST, and a grapple line is still hooked over the stone beside it. He was never here. Enter the terminal.

Pinned Loading

  1. ICML_2026_MIW_IOI_Sign_Flip ICML_2026_MIW_IOI_Sign_Flip Public

    A Training-Time Sign Flip in IOI Circuit Formation : Code, data and analyses for paper accepted at the ICML 2026 Mechanistic Interpretability Workshop.

    Python 1

  2. Google-Summer-of-Code-2026 Google-Summer-of-Code-2026 Public

    Google Summer of Code 2026 final report with PEcAn, focused on benchmarking carbon reanalysis and evaluating ensemble uncertainty.

    JavaScript 1

  3. Lexon-AI Lexon-AI Public

    Lexon AI (MadHacks 2025 finalist) is a source-grounded research interface that generates transparent answers, connects every claim to verifiable evidence, and visualizes the relationships between q…

    TypeScript 1

  4. AniSOAP-ASE AniSOAP-ASE Public

    This repository connects AniSOAP descriptors to ASE energy models through an explicit calculator interface, with optional finite-difference forces. It was developed during Fall 2025 OSPO internship…

    Python 1

  5. AniSOAP-Torch AniSOAP-Torch Public

    This repository accelerates anisotropic SOAP descriptors using batched PyTorch operations and Rust. It was developed during Spring 2026 OSPO internship with the Cersonsky Lab at UW–Madison.

    Python 1

  6. ESSOS-Contributions ESSOS-Contributions Public

    Validation, fixes, and optimization improvements for ESSOS, a differentiable stellarator simulation code, done during the UW-Madison OSPO Summer 2026 cohort.

    Python 1