SAKSHAM KUMAR MISHRA
The pursuit of
understanding.
I’m Saksham. I explore machine intelligence, engineer complex systems, and occasionally write about everything in between.
01 / THE RESEARCHER
Better questions.
Deeper understanding.
Exploring how machines learn, what they represent, and how intelligence can work within real constraints.
Software & Learning Systems
Evidence-Bounded Software Analysis
How semantic summaries and isolated evaluation can support inspectable code-change proposals.
Independent explorationSoftware & Learning Systems
Search and Learned Chess Evaluation
An experimental study of classical evaluation, neural accumulators, and phase-dependent blending.
Independent explorationTime-series Modeling
Self-Supervised EEG Representation Learning
An exploration of temporal contrastive learning, subject-level evaluation, and the limits of apparent gains.
Independent exploration02 / THE ENGINEER
Ideas, made
executable.
A closer look at the systems behind the interface. Structure, trade-offs, and the details that matter.
BUILD / 01 · Quantitative Finance
FlowState
A market-making research simulator that makes queue position, quote latency, inventory, and adverse selection explicit.
Explore case studyBUILD / 02 · Systems & Infrastructure
Kamish
A collaborative event-streaming system exploring signed residency policies, broker enforcement, and auditable local operation.
Explore case studyBUILD / 03 · Machine Learning & AI
Project Janus
Classical and neural chess-engine research that keeps search correctness, evaluator behavior, and playing strength separate.
Explore case studyBUILD / 04 · Quantitative Finance
RiskLab
Volatility-targeted momentum and tail-risk experiments with explicit turnover costs and a reproducible subset of offline tests.
Explore case studyBUILD / 05 · Machine Learning & AI
RoadVision
Road-scene segmentation and corruption evaluation, with particular attention to label provenance and metric interpretation.
Explore case studyBUILD / 06 · Applications & Engineering
Thermodynamic Evolution
A collaborative software-analysis and remediation research system with bounded semantic summaries and explicit execution gates.
Explore case studyBUILD / 07 · Quantitative Finance
TradeCore
A bounded-memory matching-engine prototype, examined through correctness invariants and the limits of its latency claims.
Explore case study03 / THE JOURNEY
Always a
student.
A direction shaped by learning, making, and asking the next question.
Computer Engineering
Undergraduate at Thapar Institute of Engineering & Technology, Patiala.
Learning useful representations
Exploring the intersection of machine intelligence, signals, and efficient computation.
From ideas to systems
Interested in the decisions that make software reliable, measurable, and efficient.
City rhythms.
Quiet observations.
04 / BEYOND THE TERMINAL
Some things
can’t be compiled.
The rhythm of Delhi. A line of poetry that stays. A film that makes the familiar feel different. There is a life outside the editor, and it has a way of finding its way back into the work.
Words beyond code.
Poetry, reflections, and unfinished thoughts.
Explore the writingThe person behind the projects.
A little about where I come from and what keeps me curious.
Get to know meA small note from Delhi
Between the city’s noise and a quiet page, there is room for another question.
05 / THE INVITATION
The next good idea
starts with a conversation.
Research collaborations, thoughtful engineering, or an interesting question.
There’s always room to explore.